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 ⌀
ZSTN	2012-08-31T00:00:00	99	89	1	76	4	94	100	16	98	98	75.5	80	42	71	4	77	4	73	9	99	84	94	22	15	87	-0.051724
ZSTN	2012-09-07T00:00:00	99	88	5	77	5	96	100	12	98	98	75.5	80	42	50	3	78	4	73	9	99	86	94	21	15	87	0.025974
ZSTN	2012-09-14T00:00:00	99	89	3	77	5	80	43	65	98	98	75.5	80	42	61	3	78	4	73	9	63	87	96	22	12	88	-0.005063
ZSTN	2012-09-21T00:00:00	99	92	1	77	5	16	8	98	98	98	75.5	82	42	76	15	78	4	73	9	10	89	96	17	18	85	-0.170483
ZSTN	2012-09-28T00:00:00	99	90	4	77	6	80	48	77	98	98	75.5	82	42	53	50	78	4	73	9	65	89	96	16	18	85	-0.003067
ZSTN	2012-10-05T00:00:00	99	91	2	77	6	89	93	100	98	98	75.5	83	42	63	63	78	4	74	9	95	92	97	11	15	85	-0.175385
ZSTN	2012-10-12T00:00:00	99	91	2	77	6	61	20	91	97	97	75.5	83	42	64	56	78	4	74	9	37	92	96	9	15	86	-0.007463
ZSTN	2012-10-19T00:00:00	99	91	2	77	6	92	90	35	97	97	75.5	83	42	67	32	78	4	73	9	94	91	97	8	15	86	0.109023
ZSTN	2012-10-26T00:00:00	99	90	3	76	7	91	98	36	97	97	98	83	21	61	28	78	4	73	9	97	89	96	9	16	84	-0.013559
ZSTN	2012-11-02T00:00:00	99	92	1	76	7	91	97	89	94	94	98	83	21	75	76	32	4	73	2	97	91	96	10	16	85	-0.085911
ZSTN	2012-11-09T00:00:00	100	94	1	76	8	92	84	99	95	95	98	85	22	74	71	32	4	74	2	93	87	97	7	17	84	-0.210526
ZSTN	2012-11-16T00:00:00	100	93	1	76	9	63	17	75	95	95	83	85	40	75	51	31	4	73	2	37	91	97	4	18	82	0.047619
ZSTN	2012-11-23T00:00:00	100	91	1	76	9	74	32	28	95	95	83	84	40	68	44	30	4	73	2	53	91	97	4	17	83	0.113636
ZSTN	2012-11-30T00:00:00	100	91	4	76	9	29	10	85	95	95	83	85	40	52	96	30	4	73	2	17	90	98	3	17	82	-0.089796
ZSTN	2012-12-07T00:00:00	100	93	2	75	9	26	4	93	94	94	83	85	40	68	97	30	4	74	2	12	90	98	4	16	82	-0.035874
ZSTN	2012-12-14T00:00:00	100	93	1	76	9	49	25	94	93	93	83	85	40	71	96	29	4	74	2	34	89	98	4	16	83	-0.023256
ZSTN	2012-12-21T00:00:00	100	94	1	76	8	51	25	86	92	92	83	85	40	72	93	29	4	74	2	36	87	97	5	16	82	-0.009524
ZSTN	2012-12-28T00:00:00	100	94	1	76	10	31	9	55	91	91	83	85	41	78	86	29	4	74	2	17	87	97	5	15	82	0.009615
ZSTN	2013-01-04T00:00:00	100	93	2	76	7	15	7	97	90	90	82	85	41	64	95	29	4	74	2	9	87	99	4	17	70	-0.02381
ZSTN	2013-01-11T00:00:00	100	93	3	76	6	23	8	100	91	91	83	86	41	57	97	29	4	74	2	13	87	100	16	18	64	-0.146341
ZSTN	2013-01-18T00:00:00	100	94	3	76	6	29	29	99	88	88	83	87	41	61	96	29	4	75	2	26	85	100	14	19	67	-0.028571
ZSTN	2013-01-25T00:00:00	100	93	3	76	7	21	7	100	89	89	83	87	41	55	94	29	4	75	2	11	64	99	9	22	60	-0.117647
ZSTN	2013-02-01T00:00:00	100	93	3	76	7	20	6	99	84	84	84	88	40	57	97	29	4	75	2	11	52	89	12	18	28	-0.066667
ZSTN	2013-02-08T00:00:00	100	94	1	76	10	17	5	67	88	88	84	87	40	77	93	29	4	75	2	9	53	85	11	22	21	0.071429
ZSTN	2013-02-15T00:00:00	100	94	1	75	9	15	9	65	88	88	83	87	40	70	97	28	4	75	2	10	61	92	13	26	14	0
ZSTN	2013-02-22T00:00:00	100	94	1	75	9	16	13	14	89	89	84	87	40	71	98	28	4	74	2	12	64	93	13	25	12	0.066667
ZSTN	2013-03-01T00:00:00	100	93	4	73	8	21	4	77	89	89	84	87	40	56	97	69	4	74	9	9	61	93	13	24	11	-0.05625
ZSTN	2013-03-08T00:00:00	100	94	3	72	10	17	2	92	87	87	84	88	41	63	96	70	4	75	9	7	61	90	20	23	5	-0.039735
ZSTN	2013-03-15T00:00:00	99	94	3	71	13	15	2	97	88	88	84	88	41	63	98	71	4	75	9	6	73	84	23	36	22	-0.082759
ZSTN	2013-03-22T00:00:00	99	94	4	71	17	7	1	63	88	88	84	88	41	56	98	71	4	75	9	3	84	84	20	35	26	0.052632
ZSTN	2013-03-29T00:00:00	99	94	3	70	19	5	1	75	87	87	93	88	20	59	98	72	4	75	9	2	76	89	21	44	42	-0.007143
ZSTN	2013-04-05T00:00:00	99	93	5	70	18	5	4	85	85	85	94	88	20	50	97	72	4	75	10	3	79	90	10	48	45	-0.064748
ZSTN	2013-04-12T00:00:00	99	95	1	70	20	5	8	98	85	85	93	89	20	73	93	72	4	75	10	5	84	86	18	36	54	-0.076923
ZSTN	2013-04-19T00:00:00	99	93	3	70	20	7	45	36	86	86	94	88	20	60	90	72	4	75	11	23	94	95	20	27	55	0.075
ZSTN	2013-04-26T00:00:00	99	94	2	71	20	7	18	44	85	85	93	88	20	70	100	73	4	76	10	11	89	94	20	25	62	0.007752
ZSTN	2013-05-03T00:00:00	99	94	1	73	22	6	8	2	94	94	93	87	20	72	91	73	4	75	11	5	88	94	14	9	88	0.307692
ZSTN	2013-05-10T00:00:00	100	94	3	78	21	5	5	1	95	95	98	86	37	61	74	37	4	76	26	4	85	87	11	11	88	0.176471
ZSTN	2013-05-17T00:00:00	100	94	4	79	21	5	12	35	95	95	99	87	37	56	59	37	4	77	26	7	88	88	10	13	89	-0.085
ZSTN	2013-05-24T00:00:00	100	94	4	79	20	5	13	79	95	95	99	87	37	54	44	37	4	77	26	7	87	88	10	9	86	-0.071038
ZSTN	2013-05-31T00:00:00	100	95	1	80	23	5	8	49	95	95	99	87	37	77	31	37	4	77	26	5	85	88	10	2	93	0.029412
ZSTN	2013-06-07T00:00:00	100	95	2	80	22	4	3	32	94	94	99	87	37	70	27	37	4	77	27	3	86	89	10	2	90	0.011429
ZSTN	2013-06-14T00:00:00	100	95	2	81	23	5	31	73	94	94	99	87	37	71	20	36	4	77	26	15	74	85	17	7	87	-0.039548
ZSTN	2013-06-21T00:00:00	100	94	3	81	20	5	34	21	93	93	99	87	37	59	16	35	4	77	26	16	78	86	22	5	89	0.052941
ZSTN	2013-06-28T00:00:00	100	95	1	80	22	22	92	40	92	92	99	87	37	75	9	35	4	77	27	58	81	83	24	4	90	0
ZSTN	2013-07-05T00:00:00	100	95	1	80	20	43	99	99	95	95	99	88	37	75	6	36	4	77	26	74	89	94	16	2	94	-0.206704
ZSTN	2013-07-12T00:00:00	100	94	2	80	20	28	95	70	94	94	99	88	37	70	3	35	4	77	26	64	84	91	17	2	95	0.126761
ZSTN	2013-07-19T00:00:00	100	95	1	80	21	19	62	57	93	93	99	87	37	80	5	35	4	77	26	39	89	95	31	2	97	0.03125
ZSTN	2013-07-26T00:00:00	99	94	5	80	20	23	75	10	93	93	98	87	38	54	5	35	4	77	26	49	90	95	41	2	98	0.078788
ZSTN	2013-08-02T00:00:00	100	95	1	79	21	26	75	9	92	92	99	87	37	81	3	36	4	76	25	51	90	96	41	3	98	0.095506
ZSTN	2013-08-09T00:00:00	99	93	4	78	19	21	46	4	92	92	85	87	15	56	2	45	4	75	49	30	91	93	58	3	99	0.082051
ZSTN	2013-08-16T00:00:00	99	93	4	77	20	34	79	3	91	91	85	87	16	57	2	45	4	74	50	58	90	94	53	2	99	0.075829
ZSTN	2013-08-23T00:00:00	99	93	1	77	21	31	75	2	90	90	85	86	16	75	1	44	4	74	53	54	91	96	54	2	99	0.079295
ZSTN	2013-08-30T00:00:00	99	93	3	77	19	7	8	3	89	89	85	86	16	62	1	44	4	74	52	6	93	96	57	2	99	0.020408
ZSTN	2013-09-06T00:00:00	99	94	1	77	19	12	18	20	88	88	85	86	16	72	2	44	4	74	52	12	93	96	54	2	98	0
ZSTN	2013-09-13T00:00:00	99	94	1	77	20	15	31	51	79	79	85	86	16	79	2	44	4	74	53	20	92	97	84	2	98	-0.004
ZSTN	2013-09-20T00:00:00	99	95	1	77	20	30	83	93	87	87	84	87	16	74	3	44	4	75	51	58	91	85	54	2	97	-0.128514
ZSTN	2013-09-27T00:00:00	99	94	1	77	21	45	91	62	86	86	84	87	16	80	3	44	4	75	54	71	90	87	61	2	97	0.059908
ZSTN	2013-10-04T00:00:00	99	94	1	77	19	56	97	35	86	86	84	87	16	80	3	44	4	75	55	80	89	82	75	2	97	0.043478
ZSTN	2013-10-11T00:00:00	99	94	1	78	20	66	98	73	85	85	84	87	16	77	4	44	4	75	53	87	88	67	60	2	95	-0.041667
ZSTN	2013-10-18T00:00:00	99	94	1	77	20	74	98	92	83	83	84	87	16	75	3	44	4	75	53	90	89	68	53	2	94	-0.021739
ZSTN	2013-10-25T00:00:00	99	94	4	77	20	82	99	91	81	81	84	87	16	56	4	45	4	75	51	93	89	68	60	2	93	-0.022222
ZSTN	2013-11-01T00:00:00	99	94	4	76	20	80	96	63	78	78	75	87	15	55	4	46	4	75	51	91	89	69	57	2	94	0
ZSTN	2013-11-08T00:00:00	100	95	1	75	21	79	87	95	80	80	74	88	14	77	17	48	4	75	48	87	91	67	66	2	96	-0.1
ZSTN	2013-11-15T00:00:00	99	94	2	75	21	54	27	100	89	89	74	89	15	70	33	63	4	76	54	38	88	64	50	2	98	-0.242424
ZSTN	2013-11-22T00:00:00	99	94	2	75	21	70	41	93	88	88	74	89	15	68	34	63	4	76	55	57	85	58	43	2	97	0.006667
ZSTN	2013-11-29T00:00:00	99	94	3	75	20	88	67	98	87	87	74	89	15	62	55	63	4	76	55	81	84	61	38	2	96	-0.019868
ZSTN	2013-12-06T00:00:00	99	95	1	75	20	81	28	100	90	90	74	90	15	75	74	61	4	77	55	55	67	69	61	4	94	-0.256757
ZSTN	2013-12-13T00:00:00	99	94	4	75	21	68	23	35	93	93	73	90	15	57	63	64	4	76	54	44	64	42	43	8	98	0.254545
ZSTN	2013-12-20T00:00:00	99	95	3	75	21	57	20	100	95	95	73	91	15	63	90	63	4	79	53	35	62	78	23	8	92	-0.398551
ZSTN	2013-12-27T00:00:00	99	96	2	75	20	52	37	100	96	96	73	92	15	71	94	62	4	80	53	43	64	85	41	7	94	-0.277108
ZSTN	2014-01-03T00:00:00	99	95	1	75	21	27	14	73	97	97	73	92	15	74	92	61	4	79	54	17	62	87	68	12	94	0.316667
ZSTN	2014-01-10T00:00:00	99	95	4	75	20	9	2	16	97	97	73	91	15	57	95	63	4	79	52	4	80	90	64	21	89	0.202532
ZSTN	2014-01-17T00:00:00	100	95	1	75	21	11	2	68	97	97	74	92	15	76	97	60	4	79	54	5	85	91	70	20	89	-0.105263
ZSTN	2014-01-24T00:00:00	100	95	2	75	20	9	2	27	96	96	74	92	15	72	98	61	4	79	53	4	81	93	73	12	83	0.035294
ZSTN	2014-01-31T00:00:00	99	95	4	75	21	4	1	5	96	96	75	91	14	56	98	64	4	78	52	2	86	96	76	12	79	0.113636
ZSTN	2014-02-07T00:00:00	100	96	1	75	21	9	14	4	96	96	75	91	15	80	98	59	4	78	55	9	81	96	75	14	77	0.020408
ZSTN	2014-02-14T00:00:00	100	95	3	74	21	2	1	78	96	96	76	92	15	60	96	62	5	79	52	1	83	97	73	16	64	-0.1
ZSTN	2014-02-21T00:00:00	99	95	5	74	20	1	1	5	97	97	75	91	14	51	93	61	5	78	52	1	78	94	73	13	41	0.188889
ZSTN	2014-02-28T00:00:00	99	95	1	73	21	2	1	54	96	96	55	91	73	80	94	56	5	78	56	1	73	94	68	15	35	-0.046729
ZSTN	2014-03-07T00:00:00	99	95	4	73	21	2	29	21	95	95	55	91	73	55	86	61	5	78	53	11	78	95	67	16	31	0.029412
ZSTN	2014-03-14T00:00:00	99	95	1	73	22	1	11	3	94	94	55	91	73	77	89	57	5	77	56	4	62	91	64	19	27	0.142857
ZSTN	2014-03-21T00:00:00	99	95	1	73	21	2	25	2	94	94	56	91	73	75	69	59	5	77	57	9	59	90	66	17	19	0.166667
ZSTN	2014-03-28T00:00:00	99	95	3	72	21	2	75	63	95	95	57	91	73	67	73	61	5	77	55	36	63	91	66	16	14	-0.178571
ZSTN	2014-04-04T00:00:00	99	95	4	72	21	2	83	82	94	94	57	91	73	58	58	63	5	77	54	40	66	91	66	18	12	-0.026087
ZSTN	2014-04-11T00:00:00	99	95	3	71	22	2	22	38	94	94	58	91	73	67	71	61	5	76	55	9	74	91	65	14	22	0.026786
ZSTN	2014-04-18T00:00:00	99	96	1	71	22	3	82	44	94	94	58	91	73	76	44	60	5	76	56	41	71	93	56	13	34	0
ZSTN	2014-04-25T00:00:00	99	96	1	72	22	3	66	49	93	93	58	91	72	78	44	60	5	76	61	31	72	90	61	16	26	-0.008696
ZSTN	2014-05-02T00:00:00	99	95	5	75	23	3	68	87	92	92	58	91	72	52	36	64	5	77	58	33	70	89	60	18	28	-0.035088
ZSTN	2014-05-09T00:00:00	99	95	4	78	22	14	86	99	95	95	87	92	42	57	28	63	5	79	55	49	62	88	49	21	25	-0.272727
ZSTN	2014-05-16T00:00:00	100	96	1	79	23	27	98	73	95	95	87	92	42	80	29	59	6	79	58	66	59	90	47	21	25	0.125
ZSTN	2014-05-23T00:00:00	100	95	4	79	22	8	51	17	96	96	86	91	42	59	13	63	6	79	54	25	50	94	38	27	26	0.211111
ZSTN	2014-05-30T00:00:00	100	95	3	79	22	6	47	63	96	96	87	91	42	66	12	62	6	79	54	22	54	97	40	43	24	-0.082569
ZSTN	2014-06-06T00:00:00	100	96	1	80	22	12	80	14	95	95	87	91	42	79	3	59	6	78	57	44	55	94	34	46	21	0.09
ZSTN	2014-06-13T00:00:00	100	95	1	80	22	11	68	32	95	95	87	91	42	78	10	59	6	79	56	37	54	94	33	45	21	0.009174
ZSTN	2014-06-20T00:00:00	100	95	4	80	22	11	57	82	95	95	87	92	42	56	7	62	6	79	53	31	51	92	32	34	22	-0.090909
ZSTN	2014-06-27T00:00:00	100	95	3	80	22	9	33	100	96	96	87	92	42	64	11	61	6	81	52	17	45	93	40	35	25	-0.24
ZSTN	2014-07-04T00:00:00	100	95	4	80	21	3	6	30	97	97	87	92	42	62	6	62	6	79	52	4	37	98	29	36	30	0.342105
ZSTN	2014-07-11T00:00:00	100	96	4	80	21	5	10	100	98	98	87	93	42	63	58	61	6	82	52	6	25	95	35	39	24	-0.411765
ZSTN	2014-07-18T00:00:00	100	96	1	80	21	17	78	10	99	99	87	92	42	79	11	58	6	79	55	46	29	98	79	20	27	0.666667
ZSTN	2014-07-25T00:00:00	100	97	1	80	22	9	36	100	99	99	87	93	41	80	30	58	5	81	56	19	33	99	84	15	18	-0.33

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