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	2008-06-27T00:00:00	10	38	28	9	63	79	59	53	38	38	37	81	41	38	82	34	18	7	61	72	71	53	72	85	33	-0.047619
ZNOG	2008-07-04T00:00:00	10	38	36	9	19	77	58	23	38	38	88	80	41	24	73	34	18	63	61	71	71	71	61	94	25	0.025
ZNOG	2008-07-11T00:00:00	10	39	33	9	35	58	26	45	36	36	70	80	41	27	81	34	18	38	61	40	70	67	65	96	17	-0.02439
ZNOG	2008-07-18T00:00:00	10	39	35	9	25	79	69	8	47	47	80	79	41	22	65	34	18	49	61	78	45	13	23	96	62	0.098333
ZNOG	2008-07-25T00:00:00	10	39	36	9	22	69	47	36	43	43	83	79	41	46	66	34	18	58	61	60	48	23	18	92	55	-0.001517
ZNOG	2008-08-01T00:00:00	10	39	32	8	44	66	41	37	39	39	63	79	41	59	87	34	18	32	61	54	32	8	26	90	41	0
ZNOG	2008-08-08T00:00:00	10	39	29	8	67	77	74	67	36	36	42	79	41	70	89	34	18	8	61	79	28	11	27	91	39	-0.027508
ZNOG	2008-08-15T00:00:00	9	45	31	3	33	61	51	88	35	35	33	81	41	54	89	34	32	41	61	57	29	20	25	92	28	-0.063916
ZNOG	2008-08-22T00:00:00	9	45	29	3	48	58	49	67	28	28	31	81	41	60	91	34	32	28	61	54	34	22	35	84	34	0.010017
ZNOG	2008-08-29T00:00:00	9	45	28	3	51	73	73	77	25	25	50	81	41	62	89	34	32	24	61	76	34	29	35	85	32	-0.009917
ZNOG	2008-09-05T00:00:00	9	45	26	3	58	69	61	53	23	23	42	81	41	66	88	34	32	16	61	66	33	28	33	82	33	-0.015025
ZNOG	2008-09-12T00:00:00	9	45	29	3	41	82	91	60	22	22	59	80	41	58	89	34	31	34	61	90	33	23	26	82	30	-0.016949
ZNOG	2008-09-19T00:00:00	9	45	32	3	22	81	77	38	21	21	79	79	41	46	88	34	31	60	61	84	61	32	47	81	46	0.034483
ZNOG	2008-09-26T00:00:00	9	46	28	3	45	78	72	6	16	16	51	78	41	61	73	34	31	28	61	79	66	50	67	51	73	0.041667
ZNOG	2008-10-03T00:00:00	10	46	28	3	48	68	50	13	13	13	53	78	41	59	59	34	32	29	61	60	78	50	78	51	72	-0.04
ZNOG	2008-10-10T00:00:00	10	47	25	3	66	49	23	6	7	7	44	76	41	69	42	34	32	9	61	33	90	65	79	26	80	-0.033333
ZNOG	2008-10-17T00:00:00	10	47	31	3	31	51	31	14	6	6	27	76	41	52	33	34	32	46	61	38	92	64	77	35	74	0.024138
ZNOG	2008-10-24T00:00:00	10	47	26	3	62	48	26	18	6	6	6	75	41	67	49	34	32	13	61	33	92	61	78	39	75	-0.040404
ZNOG	2008-10-31T00:00:00	10	47	32	3	23	51	37	26	7	7	37	75	41	46	44	34	31	59	61	42	89	80	76	52	70	0.105263
ZNOG	2008-11-07T00:00:00	10	46	25	3	63	50	40	56	8	8	3	76	41	69	26	34	31	9	61	44	93	77	73	37	67	-0.087302
ZNOG	2008-11-14T00:00:00	12	47	25	2	66	56	56	2	12	12	33	73	41	39	14	34	47	3	61	57	91	89	46	21	36	0.126957
ZNOG	2008-11-21T00:00:00	12	47	28	2	50	75	87	4	10	10	48	71	41	34	10	34	47	23	61	84	93	92	54	13	17	0.002778
ZNOG	2008-11-28T00:00:00	12	46	29	2	41	83	89	62	8	8	53	73	41	12	20	34	47	30	61	89	96	94	28	3	15	-0.067405
ZNOG	2008-12-05T00:00:00	12	47	28	2	47	92	96	42	8	8	49	72	41	12	15	34	47	24	61	96	96	94	20	3	16	0.018152
ZNOG	2008-12-12T00:00:00	12	47	28	2	48	92	94	56	7	7	47	72	41	13	10	34	47	23	61	95	96	94	25	3	15	0.004862
ZNOG	2008-12-19T00:00:00	12	47	33	2	23	92	91	46	7	7	82	72	41	7	15	34	47	64	61	93	96	94	26	3	15	0
ZNOG	2008-12-26T00:00:00	12	47	26	2	55	94	92	23	7	7	42	71	41	13	12	34	48	16	61	95	95	93	24	3	16	0.040323
ZNOG	2009-01-02T00:00:00	12	47	33	2	24	88	69	71	6	6	77	72	41	8	15	34	48	57	61	81	96	95	20	3	15	0.007752
ZNOG	2009-01-09T00:00:00	12	47	25	2	65	98	99	18	7	7	49	71	41	13	12	96	47	4	12	99	97	87	18	8	16	0.1
ZNOG	2009-01-16T00:00:00	12	47	33	2	22	99	99	24	6	6	99	71	41	22	15	96	47	62	13	100	97	86	19	8	16	-0.025175
ZNOG	2009-01-23T00:00:00	13	48	26	2	58	93	68	5	6	6	76	69	41	33	11	95	47	11	14	83	95	82	19	9	18	0.07604
ZNOG	2009-01-30T00:00:00	13	48	32	2	23	95	78	8	6	6	98	68	41	24	9	95	47	52	15	90	94	85	17	11	19	0.062667
ZNOG	2009-02-06T00:00:00	13	48	28	2	49	95	70	3	15	15	81	66	41	31	4	96	47	17	17	88	89	83	21	10	21	0.18946
ZNOG	2009-02-13T00:00:00	13	48	30	2	34	93	65	5	14	14	91	66	41	27	8	95	47	35	17	84	88	82	23	9	21	0.022152
ZNOG	2009-02-20T00:00:00	14	49	27	2	46	96	80	1	35	35	84	61	41	31	3	95	47	20	20	92	89	94	27	7	24	0.28999
ZNOG	2009-02-27T00:00:00	15	49	33	2	15	94	48	1	36	36	99	57	41	24	1	95	48	53	21	77	84	93	37	6	26	0.172
ZNOG	2009-03-06T00:00:00	16	49	32	2	19	99	90	10	40	40	97	57	41	26	1	94	48	44	20	99	84	95	40	6	26	-0.083959
ZNOG	2009-03-13T00:00:00	17	48	27	2	45	99	87	78	42	42	90	61	41	35	3	95	47	13	18	97	88	99	34	6	23	-0.143815
ZNOG	2009-03-20T00:00:00	18	48	25	2	52	100	96	72	40	40	90	61	41	37	6	95	47	4	18	100	88	99	39	6	23	0.024369
ZNOG	2009-03-27T00:00:00	18	48	33	2	15	100	97	66	36	36	99	62	41	27	4	95	47	50	18	100	89	99	35	6	22	0.042481
ZNOG	2009-04-03T00:00:00	21	48	11	34	36	100	99	96	39	39	61	63	41	13	9	7	32	21	43	100	89	99	40	7	21	-0.103504
ZNOG	2009-04-10T00:00:00	21	48	11	34	30	100	99	99	41	41	71	65	41	10	22	7	32	28	42	100	93	100	53	7	20	-0.086364
ZNOG	2009-04-17T00:00:00	21	48	16	34	12	100	100	99	40	40	57	67	41	5	47	15	32	59	83	100	95	100	59	8	19	-0.097512
ZNOG	2009-04-24T00:00:00	21	48	16	34	11	100	100	74	40	40	62	66	41	5	53	17	32	64	83	100	95	100	66	7	21	0.063947
ZNOG	2009-05-01T00:00:00	21	48	12	34	25	100	100	56	34	34	23	66	41	8	44	17	32	33	83	100	95	100	67	7	21	0.041451
ZNOG	2009-05-08T00:00:00	18	48	14	35	13	100	66	68	27	27	31	67	41	7	59	16	33	49	84	87	95	100	71	7	21	0.006965
ZNOG	2009-05-15T00:00:00	17	48	24	7	19	100	63	74	27	27	70	68	41	7	71	2	23	38	84	88	96	100	70	7	20	-0.060277
ZNOG	2009-05-22T00:00:00	16	47	24	7	23	100	60	100	42	42	65	72	41	7	92	17	23	33	97	87	98	100	63	8	17	-0.232387
ZNOG	2009-05-29T00:00:00	16	48	21	7	36	98	19	54	54	54	49	69	41	10	83	17	23	16	98	61	98	100	54	7	19	0.20274
ZNOG	2009-06-05T00:00:00	16	48	25	7	15	92	13	97	53	53	76	71	41	6	90	17	23	44	97	52	98	100	51	8	17	-0.079727
ZNOG	2009-06-12T00:00:00	16	47	23	7	26	81	10	47	53	53	58	71	41	8	91	17	23	26	97	42	98	100	48	7	17	0.044554
ZNOG	2009-06-19T00:00:00	16	47	19	7	43	86	15	80	51	51	33	71	41	12	93	17	23	4	97	50	96	100	38	9	16	-0.052133
ZNOG	2009-06-26T00:00:00	17	48	20	7	31	88	29	1	81	81	43	64	41	10	75	17	23	13	97	60	86	99	23	7	19	0.6625
ZNOG	2009-07-03T00:00:00	16	47	23	7	17	84	24	82	86	86	57	71	41	9	95	17	23	27	97	54	96	100	10	8	16	-0.376692
ZNOG	2009-07-10T00:00:00	16	48	19	7	35	80	22	71	86	86	34	71	41	11	98	17	23	4	97	51	96	100	10	8	16	-0.021713
ZNOG	2009-07-17T00:00:00	16	48	24	7	14	47	2	45	86	86	64	70	41	6	95	16	23	33	97	20	96	100	11	8	17	0.147965
ZNOG	2009-07-24T00:00:00	16	48	22	7	17	63	14	10	85	85	57	69	41	7	98	16	23	25	97	36	94	100	14	9	16	0.097744
ZNOG	2009-07-31T00:00:00	15	47	25	7	7	49	3	67	85	85	69	70	41	5	100	16	23	43	97	22	87	100	10	11	22	-0.072407
ZNOG	2009-08-07T00:00:00	14	47	19	6	30	52	10	43	84	84	40	69	41	11	100	17	24	9	97	26	87	100	20	61	23	0.085443
ZNOG	2009-08-14T00:00:00	17	53	10	34	6	47	10	71	84	84	32	64	41	3	100	13	4	47	97	24	86	100	25	61	23	-0.049563
ZNOG	2009-08-21T00:00:00	16	53	11	34	4	98	92	57	83	83	31	64	41	2	99	5	4	57	98	97	85	100	20	57	23	0.010225
ZNOG	2009-08-28T00:00:00	16	53	6	34	26	49	13	35	83	83	26	64	41	7	100	5	4	13	98	28	85	100	19	56	24	0.033401
ZNOG	2009-09-04T00:00:00	16	54	5	34	26	51	12	29	80	80	37	64	41	7	100	5	4	15	98	28	86	100	19	57	23	0.005877
ZNOG	2009-09-11T00:00:00	16	54	5	34	27	65	51	27	70	70	35	63	41	8	100	5	4	12	98	58	84	100	27	60	24	0.044791
ZNOG	2009-09-18T00:00:00	16	53	6	34	22	72	69	40	69	69	38	63	41	7	93	5	4	20	98	73	81	100	28	17	21	0.029823
ZNOG	2009-09-25T00:00:00	16	54	9	34	9	51	38	79	67	67	56	64	41	4	99	5	4	38	98	43	82	100	28	18	21	-0.067873
ZNOG	2009-10-02T00:00:00	16	54	10	34	6	67	48	93	68	68	63	65	41	3	96	5	4	48	98	59	82	100	27	8	78	-0.08932
ZNOG	2009-10-09T00:00:00	16	54	8	34	15	57	38	73	66	66	49	65	41	5	94	5	4	30	98	46	81	100	30	4	86	0.061834
ZNOG	2009-10-16T00:00:00	16	55	9	34	11	55	35	92	64	64	19	66	41	5	95	5	4	36	98	43	82	100	27	3	95	-0.049197
ZNOG	2009-10-23T00:00:00	15	56	9	34	7	63	53	99	72	72	25	68	41	4	96	5	4	44	98	59	84	100	23	3	94	-0.171067
ZNOG	2009-10-30T00:00:00	15	57	8	34	10	65	70	97	73	73	18	70	41	4	96	5	4	36	98	71	49	95	17	6	91	-0.142675
ZNOG	2009-11-06T00:00:00	15	56	6	34	21	69	72	88	72	72	9	70	41	7	94	6	4	23	98	74	44	89	11	9	95	0.02526
ZNOG	2009-11-13T00:00:00	16	55	12	33	6	67	67	87	70	70	66	71	41	2	89	4	3	56	99	70	34	87	14	9	96	-0.024638
ZNOG	2009-11-20T00:00:00	16	56	10	32	12	54	36	89	68	68	54	72	41	3	78	65	3	40	76	44	46	84	22	16	96	-0.041605
ZNOG	2009-11-27T00:00:00	16	56	9	32	15	36	16	89	68	68	50	72	41	3	91	65	3	34	76	22	48	84	22	16	95	-0.029457
ZNOG	2009-12-04T00:00:00	16	55	14	32	4	41	15	14	78	78	76	70	41	1	84	65	3	69	76	26	61	83	32	16	96	0.15655
ZNOG	2009-12-11T00:00:00	16	55	13	32	3	29	12	71	78	78	74	71	41	1	88	66	3	66	75	18	73	87	23	16	97	-0.078729
ZNOG	2009-12-18T00:00:00	16	56	6	32	35	16	3	69	76	76	28	71	41	6	87	66	3	5	77	7	72	87	15	14	97	-0.014993
ZNOG	2009-12-25T00:00:00	16	56	11	32	6	12	2	31	78	78	63	71	41	2	90	66	3	51	76	5	70	81	15	12	98	0.082192
ZNOG	2010-01-01T00:00:00	16	56	6	32	34	13	4	20	75	75	31	71	41	6	87	66	3	6	77	7	68	79	15	9	98	0.005626
ZNOG	2010-01-08T00:00:00	16	56	12	32	4	13	6	62	70	70	62	71	3	2	88	65	3	57	75	8	68	75	13	9	99	-0.013986
ZNOG	2010-01-15T00:00:00	16	57	7	32	26	12	6	97	72	72	67	72	3	5	85	65	3	15	76	7	67	71	15	10	99	-0.07234
ZNOG	2010-01-22T00:00:00	16	58	6	32	33	12	7	82	70	70	63	72	3	6	71	65	3	7	77	7	69	74	16	10	99	-0.03211
ZNOG	2010-01-29T00:00:00	16	61	9	32	16	18	53	100	80	80	74	75	3	3	68	66	3	29	75	33	65	70	9	18	98	-0.202212
ZNOG	2010-02-05T00:00:00	16	60	9	32	16	15	22	83	80	80	72	75	3	4	60	66	3	29	75	16	67	80	8	16	99	0.031683
ZNOG	2010-02-12T00:00:00	15	59	10	33	8	15	20	67	78	78	80	74	3	2	44	65	3	42	74	15	68	78	5	19	99	0.046065
ZNOG	2010-02-19T00:00:00	16	57	6	33	31	18	55	6	86	86	65	72	3	6	13	62	4	9	76	34	65	80	5	19	98	0.249541
ZNOG	2010-02-26T00:00:00	16	57	11	33	6	17	63	49	87	87	84	73	3	2	9	61	4	48	74	37	65	78	5	21	99	-0.086637
ZNOG	2010-03-05T00:00:00	16	58	10	34	9	14	33	66	86	86	83	73	3	3	10	62	4	46	74	19	80	46	5	69	68	0.008039
ZNOG	2010-03-12T00:00:00	15	59	7	34	31	12	5	87	86	86	75	74	3	6	20	63	4	18	73	6	62	39	19	74	34	-0.046252
ZNOG	2010-03-19T00:00:00	15	66	7	36	19	13	10	70	85	85	80	71	1	13	18	13	4	33	6	7	62	38	21	76	24	0
ZNOG	2010-03-26T00:00:00	15	66	5	37	34	8	2	23	85	85	73	70	1	16	14	15	4	15	28	3	58	37	23	71	30	0.053512
ZNOG	2010-04-02T00:00:00	15	66	5	37	34	10	3	68	84	84	73	71	1	17	20	16	3	16	28	4	59	44	24	70	30	-0.020635
ZNOG	2010-04-09T00:00:00	15	68	7	37	20	11	9	95	81	81	82	72	1	13	29	16	3	34	27	8	64	33	23	64	35	-0.055105
ZNOG	2010-04-16T00:00:00	15	67	11	37	4	27	82	76	80	80	68	72	1	51	29	16	3	68	28	55	63	35	19	54	38	0.022298
ZNOG	2010-04-23T00:00:00	15	70	8	37	18	16	54	98	81	81	54	73	1	59	29	16	3	37	26	33	63	41	13	49	46	-0.083893
ZNOG	2010-04-30T00:00:00	15	65	10	37	7	13	32	10	82	82	62	71	1	54	13	16	3	54	28	19	88	42	12	49	51	0.17033
ZNOG	2010-05-07T00:00:00	14	68	7	38	19	10	21	58	81	81	46	72	2	61	18	15	3	32	27	13	82	49	11	54	46	-0.120501
ZNOG	2010-05-14T00:00:00	13	67	6	35	19	8	23	55	79	79	51	72	1	4	18	70	6	31	87	12	82	49	11	52	49	0.023132
ZNOG	2010-05-21T00:00:00	13	67	8	35	14	11	59	78	78	78	69	73	11	4	36	69	6	40	86	33	83	51	13	48	51	-0.086957

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