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	2014-03-28T00:00:00	4	49	1	6	69	7	8	51	90	90	18	85	99	33	50	1	7	3	62	5	62	28	6	85	13	-0.026178
ZNOG	2014-04-04T00:00:00	4	48	3	6	43	33	78	17	89	89	27	84	99	27	32	1	7	30	63	57	60	29	5	84	14	0.032258
ZNOG	2014-04-11T00:00:00	4	47	3	6	48	26	54	3	86	86	26	84	99	30	50	1	7	24	64	38	66	33	5	87	23	0.046875
ZNOG	2014-04-18T00:00:00	5	46	4	6	32	35	74	1	88	88	13	82	99	26	16	2	7	38	66	56	64	27	6	92	7	0.18408
ZNOG	2014-04-25T00:00:00	5	46	1	6	62	16	25	15	88	88	4	82	99	32	16	1	7	9	65	17	61	32	4	87	9	-0.037815
ZNOG	2014-05-02T00:00:00	5	45	6	6	14	58	91	55	89	89	21	82	99	23	10	73	7	67	17	78	45	13	3	94	13	-0.043668
ZNOG	2014-05-09T00:00:00	7	45	1	4	61	54	91	23	87	87	43	82	99	19	14	76	9	10	17	77	44	15	3	94	14	0.03653
ZNOG	2014-05-16T00:00:00	6	44	2	4	58	54	87	65	85	85	43	83	99	19	14	76	10	13	17	75	43	14	3	93	16	-0.039648
ZNOG	2014-05-23T00:00:00	6	45	2	3	51	53	75	92	86	86	46	84	99	19	11	76	10	20	16	68	46	8	3	91	15	-0.082569
ZNOG	2014-05-30T00:00:00	6	46	3	4	40	61	90	98	86	86	52	84	99	17	5	76	10	32	16	81	52	12	4	98	14	-0.045
ZNOG	2014-06-06T00:00:00	6	45	5	4	24	74	98	72	86	86	64	84	99	14	13	76	10	50	17	91	50	14	5	97	16	0.04712
ZNOG	2014-06-13T00:00:00	6	45	2	4	48	88	100	17	85	85	47	83	99	19	6	76	10	24	17	97	57	18	5	98	15	0.07
ZNOG	2014-06-20T00:00:00	6	45	4	4	24	90	98	54	84	84	63	83	99	14	3	68	10	49	18	96	54	19	5	94	15	-0.014019
ZNOG	2014-06-27T00:00:00	6	45	2	4	60	82	84	75	78	78	40	83	99	21	3	67	10	12	19	87	51	21	6	93	15	-0.018957
ZNOG	2014-07-04T00:00:00	5	45	3	3	41	87	95	95	77	77	52	84	99	17	4	68	10	32	17	94	55	15	4	93	15	-0.028986
ZNOG	2014-07-11T00:00:00	5	46	1	3	63	83	70	83	76	76	40	84	99	19	9	68	10	8	17	80	55	16	4	93	15	-0.044776
ZNOG	2014-07-18T00:00:00	6	45	5	3	23	58	27	39	76	76	64	84	99	13	20	68	10	51	17	40	55	20	5	93	14	0.03125
ZNOG	2014-07-25T00:00:00	6	45	7	3	14	41	15	62	75	75	69	84	99	11	19	68	10	70	17	24	56	21	6	92	12	-0.015152
ZNOG	2014-08-01T00:00:00	6	45	2	3	59	54	22	56	70	70	44	84	99	20	15	68	9	12	18	35	58	22	6	92	13	-0.025641
ZNOG	2014-08-08T00:00:00	8	44	5	4	15	80	72	31	68	68	81	84	99	11	40	73	8	63	33	81	58	20	7	91	15	0.031579
ZNOG	2014-08-15T00:00:00	8	44	3	4	38	73	45	72	65	65	76	84	99	17	61	72	8	34	32	61	71	17	5	91	16	-0.020408
ZNOG	2014-08-22T00:00:00	7	44	3	4	40	66	31	81	59	59	76	85	99	17	36	38	8	34	31	47	78	38	13	84	7	-0.010417
ZNOG	2014-08-29T00:00:00	7	44	5	4	16	56	16	77	58	58	81	85	99	13	29	39	8	62	29	32	84	21	21	87	9	0.005263
ZNOG	2014-09-05T00:00:00	7	45	1	4	68	51	20	70	58	58	68	85	99	22	47	39	8	6	30	32	83	17	18	89	9	-0.005236
ZNOG	2014-09-12T00:00:00	7	45	1	4	70	63	45	91	61	61	68	85	99	22	71	39	8	4	30	55	83	16	20	90	9	-0.052632
ZNOG	2014-09-19T00:00:00	8	45	1	4	72	58	31	70	59	59	68	85	99	22	76	39	8	4	30	43	72	18	60	85	13	0
ZNOG	2014-09-26T00:00:00	7	46	5	4	18	57	31	96	70	70	80	86	99	13	84	39	8	62	30	43	65	15	73	89	19	-0.1
ZNOG	2014-10-03T00:00:00	7	46	5	4	21	68	53	66	70	70	79	86	99	14	87	39	8	57	30	65	66	19	63	89	18	0.018519
ZNOG	2014-10-10T00:00:00	7	46	3	4	45	57	30	78	68	68	71	86	99	17	92	39	8	33	30	40	89	42	82	94	7	-0.066667
ZNOG	2014-10-17T00:00:00	8	45	2	4	61	44	21	12	77	77	60	85	99	20	93	39	8	16	31	27	99	27	89	79	11	0.097403
ZNOG	2014-10-24T00:00:00	8	45	1	4	73	50	19	10	77	77	55	85	99	21	88	38	8	2	32	30	97	24	92	77	17	0.053254
ZNOG	2014-10-31T00:00:00	7	46	3	4	46	50	26	60	74	74	70	85	99	16	87	39	8	31	32	34	98	39	88	76	27	-0.022472
ZNOG	2014-11-07T00:00:00	7	47	4	4	31	37	13	48	72	72	64	85	85	15	90	64	8	46	41	20	98	34	91	87	26	0.005747
ZNOG	2014-11-14T00:00:00	10	47	1	8	68	34	21	81	71	71	55	85	84	20	92	22	9	11	53	23	90	32	82	68	13	-0.034286
ZNOG	2014-11-21T00:00:00	10	46	4	8	28	21	7	82	69	69	66	85	84	13	91	28	9	49	51	11	91	30	78	69	14	-0.023669
ZNOG	2014-11-28T00:00:00	9	46	4	8	23	25	17	81	67	67	68	86	84	12	91	28	9	58	50	19	91	29	78	69	13	-0.012121
ZNOG	2014-12-05T00:00:00	9	48	2	8	61	32	20	94	72	72	57	86	84	18	93	28	9	18	51	24	91	32	87	78	13	-0.110429
ZNOG	2014-12-12T00:00:00	9	48	1	8	69	40	60	72	70	70	54	86	84	19	84	28	9	9	53	50	93	34	85	59	20	0
ZNOG	2014-12-19T00:00:00	9	48	1	8	73	46	80	81	68	68	53	86	84	20	93	28	9	5	53	65	90	28	85	54	13	0.013793
ZNOG	2014-12-26T00:00:00	9	49	1	8	62	31	43	91	64	64	57	87	84	18	92	28	9	19	51	35	95	60	91	14	87	-0.040816
ZNOG	2015-01-02T00:00:00	9	49	5	8	21	35	53	94	61	61	70	87	84	10	92	28	9	66	49	42	95	56	89	14	87	-0.021277
ZNOG	2015-01-09T00:00:00	9	49	1	8	63	27	27	65	60	60	53	87	84	20	80	28	9	19	52	24	95	53	93	13	87	0.007246
ZNOG	2015-01-16T00:00:00	9	48	5	8	24	22	20	41	59	59	69	87	84	11	82	28	9	62	51	18	96	44	92	12	86	0.007194
ZNOG	2015-01-23T00:00:00	9	49	2	8	51	22	21	69	58	58	56	87	84	15	86	28	9	32	57	20	95	45	91	12	85	-0.014286
ZNOG	2015-01-30T00:00:00	9	47	3	8	35	15	10	7	68	68	65	86	84	13	88	28	9	47	61	11	95	46	92	46	69	0.086957
ZNOG	2015-02-06T00:00:00	9	46	1	8	66	18	17	3	74	74	49	86	84	18	68	28	9	17	61	16	88	52	89	68	64	0.126667
ZNOG	2015-02-13T00:00:00	10	45	5	8	23	16	16	2	72	72	69	85	84	12	56	28	9	64	59	14	81	65	94	64	69	0.094675
ZNOG	2015-02-20T00:00:00	10	46	3	8	37	14	11	11	72	72	64	85	84	14	55	26	9	47	60	11	81	72	97	63	71	0
ZNOG	2015-02-27T00:00:00	11	46	1	8	64	13	8	5	72	72	56	84	84	20	31	67	9	19	62	8	75	74	96	80	61	0.059459
ZNOG	2015-03-06T00:00:00	11	46	3	8	41	14	18	15	69	69	78	84	78	18	18	68	9	41	60	13	76	73	96	80	57	-0.005102
ZNOG	2015-03-13T00:00:00	9	48	6	5	22	16	37	22	67	67	83	84	79	11	14	94	7	69	78	24	74	78	94	80	57	0
ZNOG	2015-03-20T00:00:00	9	49	4	5	37	17	25	92	76	76	79	86	79	15	33	94	7	45	76	19	83	86	92	53	75	-0.117949
ZNOG	2015-03-27T00:00:00	9	49	2	5	59	27	79	89	74	74	76	86	79	18	26	94	7	25	76	53	83	84	89	55	74	-0.008721
ZNOG	2015-04-03T00:00:00	10	50	4	5	36	49	92	59	73	73	80	85	79	14	15	94	7	47	76	76	83	84	90	60	77	0.038123
ZNOG	2015-04-10T00:00:00	10	50	3	5	49	67	97	26	71	71	76	85	79	17	9	94	7	34	76	87	82	83	89	60	77	0.033898
ZNOG	2015-04-17T00:00:00	10	49	4	5	33	65	95	58	69	69	50	85	79	12	8	94	7	49	76	84	82	81	89	58	76	-0.021858
ZNOG	2015-04-24T00:00:00	10	49	2	5	58	75	97	11	72	72	50	84	79	15	6	94	7	26	77	90	83	82	70	55	64	0.106145
ZNOG	2015-05-01T00:00:00	10	49	2	5	66	77	95	7	70	70	34	84	61	17	5	94	7	18	77	90	84	79	67	59	68	0.023737
ZNOG	2015-05-08T00:00:00	6	45	1	6	75	78	92	9	67	67	21	84	63	19	5	36	14	7	77	88	84	80	70	58	68	0.011347
ZNOG	2015-05-15T00:00:00	6	45	4	5	34	39	29	60	67	67	36	84	63	15	8	100	14	47	85	32	85	73	68	61	69	-0.029268
ZNOG	2015-05-22T00:00:00	6	46	3	5	60	38	22	42	67	67	26	84	63	19	9	100	14	22	85	27	84	76	73	61	69	0.01005
ZNOG	2015-05-29T00:00:00	6	45	5	5	34	51	35	60	62	62	36	84	63	15	14	100	14	47	84	41	84	75	74	63	67	-0.014925
ZNOG	2015-06-05T00:00:00	6	46	1	5	79	62	63	38	61	61	20	84	63	23	13	100	14	2	85	66	87	83	58	58	52	0.010101
ZNOG	2015-06-12T00:00:00	6	45	4	5	43	56	48	13	59	59	33	84	63	17	13	100	14	38	83	52	87	84	63	58	51	0.045
ZNOG	2015-06-19T00:00:00	6	46	3	5	61	81	89	26	58	58	26	84	63	20	9	100	14	21	80	90	92	85	67	60	55	0.004785
ZNOG	2015-06-26T00:00:00	6	46	4	5	47	88	96	80	62	62	31	84	63	17	16	100	14	37	80	96	84	77	66	58	34	-0.057143
ZNOG	2015-07-03T00:00:00	6	46	3	5	59	89	96	87	58	58	27	85	63	19	22	100	14	24	80	96	82	80	61	60	34	-0.045455
ZNOG	2015-07-10T00:00:00	6	46	2	5	71	84	79	83	57	57	22	85	63	20	27	100	14	10	79	86	78	67	66	63	24	-0.026455
ZNOG	2015-07-17T00:00:00	5	46	5	5	32	81	78	89	56	56	37	85	63	13	24	100	14	49	79	83	83	68	69	65	19	-0.038043
ZNOG	2015-07-24T00:00:00	5	47	7	5	21	83	66	96	68	68	46	86	63	10	48	100	14	70	78	78	86	68	71	71	18	-0.135593
ZNOG	2015-07-31T00:00:00	6	46	4	5	40	85	68	27	76	76	34	85	63	15	42	100	14	40	80	80	87	73	52	64	31	0.150327
ZNOG	2015-08-07T00:00:00	6	45	4	5	45	90	83	56	74	74	60	85	85	15	51	8	19	36	87	90	87	72	51	64	30	-0.034091
ZNOG	2015-08-14T00:00:00	6	45	6	5	29	86	78	79	73	73	66	86	84	14	69	8	19	53	88	85	77	61	28	62	31	-0.064706
ZNOG	2015-08-21T00:00:00	6	46	7	5	21	69	32	93	73	73	70	87	84	12	75	16	19	66	85	50	57	51	33	76	16	-0.106918
ZNOG	2015-08-28T00:00:00	6	46	2	5	67	58	28	73	72	72	49	86	84	21	78	16	19	13	86	41	70	57	47	79	12	0.035211
ZNOG	2015-09-04T00:00:00	6	45	7	5	20	56	27	63	71	71	72	87	84	12	82	15	19	67	86	40	62	38	39	77	12	-0.020408
ZNOG	2015-09-11T00:00:00	5	46	1	5	76	38	18	92	70	70	44	87	84	23	89	16	18	3	86	26	70	34	33	68	13	-0.048611
ZNOG	2015-09-18T00:00:00	6	45	6	5	25	24	8	34	71	71	69	87	84	13	79	16	18	56	87	15	64	37	29	67	11	0.065693
ZNOG	2015-09-25T00:00:00	6	46	2	5	71	45	47	64	69	69	46	87	84	23	87	15	18	7	87	44	62	39	31	68	11	-0.041096
ZNOG	2015-10-02T00:00:00	6	46	5	5	35	43	35	66	66	66	61	87	84	17	89	16	18	43	87	38	61	31	31	68	12	-0.028571
ZNOG	2015-10-09T00:00:00	7	45	1	5	73	34	17	1	86	86	63	84	84	23	74	16	18	4	89	23	42	12	11	70	19	0.360294
ZNOG	2015-10-16T00:00:00	8	45	4	5	45	25	11	1	86	86	72	83	84	18	35	16	18	34	90	16	40	9	10	60	19	0.108108
ZNOG	2015-10-23T00:00:00	8	45	6	5	22	28	14	12	86	86	80	84	84	13	39	16	18	58	90	18	46	12	6	60	16	-0.019512
ZNOG	2015-10-30T00:00:00	7	45	4	5	38	29	23	20	85	85	75	83	84	16	49	16	18	40	90	22	44	13	6	62	15	-0.004975
ZNOG	2015-11-06T00:00:00	8	45	4	5	46	24	9	54	83	83	83	83	93	19	51	17	19	32	89	14	50	15	6	55	19	-0.005
ZNOG	2015-11-13T00:00:00	8	44	6	4	29	30	38	61	83	83	84	83	91	13	52	80	19	49	91	31	50	14	7	54	18	-0.050251
ZNOG	2015-11-20T00:00:00	9	44	2	4	65	29	31	63	81	81	74	83	91	21	43	81	19	12	91	28	51	13	8	51	20	0.010582
ZNOG	2015-11-27T00:00:00	8	44	4	4	46	28	27	58	80	80	80	83	91	16	59	81	19	33	91	25	43	7	7	65	7	0.015707
ZNOG	2015-12-04T00:00:00	8	44	5	4	36	86	97	79	80	80	82	84	91	14	66	81	19	42	91	96	43	7	9	64	6	-0.036082
ZNOG	2015-12-11T00:00:00	8	44	7	4	21	92	100	63	79	79	86	84	91	11	52	81	19	60	90	98	48	8	9	58	6	-0.037433
ZNOG	2015-12-18T00:00:00	8	45	2	4	74	88	99	77	66	66	73	84	91	22	51	81	19	3	91	96	50	8	9	59	9	-0.027778
ZNOG	2015-12-25T00:00:00	8	44	2	4	74	89	98	71	57	57	73	84	91	22	39	81	19	4	91	96	51	6	9	58	6	0.022857
ZNOG	2016-01-01T00:00:00	8	44	3	3	55	84	86	15	58	58	77	84	91	17	47	81	19	25	91	88	48	6	17	60	6	0.039106
ZNOG	2016-01-08T00:00:00	9	45	7	3	24	78	69	25	55	55	85	84	91	10	61	81	19	57	90	76	50	10	17	54	7	-0.026882
ZNOG	2016-01-15T00:00:00	9	45	8	3	20	75	61	50	56	56	86	84	91	7	58	81	19	65	90	70	50	10	16	54	7	-0.066298
ZNOG	2016-01-22T00:00:00	9	45	2	3	70	81	58	56	54	54	67	84	91	16	37	81	19	7	90	73	47	12	16	53	9	0.005917
ZNOG	2016-01-29T00:00:00	9	45	3	3	53	72	39	12	60	60	74	83	91	13	35	81	19	25	91	55	43	12	15	57	10	0.082353
ZNOG	2016-02-05T00:00:00	9	45	5	3	36	67	45	10	57	57	80	83	91	10	29	81	19	42	91	55	45	12	15	53	18	0.01087
ZNOG	2016-02-12T00:00:00	10	45	4	4	50	56	36	31	54	54	76	83	91	13	30	81	19	28	91	44	44	11	16	54	18	-0.026882
ZNOG	2016-02-19T00:00:00	10	45	2	4	63	58	35	84	52	52	73	83	91	16	31	82	19	16	90	43	45	23	15	53	26	-0.033149

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