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 ⌀
ZRBA	2008-11-21T00:00:00	57	79	67	82	47	17	54	1	72	72	52	95	94	46	2	37	75	90	85	33	77	98	93	1	1	0.386364
ZRBA	2008-11-28T00:00:00	67	91	71	82	45	24	69	75	78	78	35	97	94	49	7	37	75	92	81	46	89	99	63	1	1	-0.377049
ZRBA	2008-12-05T00:00:00	68	89	72	82	45	29	62	85	77	77	51	97	94	47	12	37	75	92	80	46	90	99	68	1	1	-0.144737
ZRBA	2008-12-12T00:00:00	67	88	71	82	45	15	21	61	76	76	49	97	94	47	5	37	75	92	81	16	86	98	57	1	1	0.115385
ZRBA	2008-12-19T00:00:00	69	91	73	82	45	23	42	87	75	75	42	97	94	48	9	37	75	93	80	31	90	98	66	1	1	-0.137931
ZRBA	2008-12-26T00:00:00	67	89	71	82	45	21	34	26	76	76	39	97	94	49	9	37	75	92	81	26	88	98	57	1	1	0.12
ZRBA	2009-01-02T00:00:00	69	92	74	82	44	32	68	99	76	76	38	97	94	49	12	37	75	93	79	50	91	99	34	1	1	-0.164286
ZRBA	2009-01-09T00:00:00	61	83	68	82	14	57	96	1	96	96	55	95	94	56	1	38	75	91	85	78	95	75	28	14	2	1.094017
ZRBA	2009-01-16T00:00:00	58	80	67	82	14	84	100	1	96	96	51	94	94	56	1	38	75	90	86	93	94	74	19	13	2	0.122449
ZRBA	2009-01-23T00:00:00	62	85	69	82	15	42	44	55	96	96	51	96	94	56	2	39	75	91	84	42	94	75	20	11	2	-0.272727
ZRBA	2009-01-30T00:00:00	56	79	66	82	14	34	29	2	96	96	51	94	94	56	1	39	76	90	87	29	92	65	14	13	2	0.425
ZRBA	2009-02-06T00:00:00	62	89	69	81	15	40	41	86	97	97	47	96	94	60	3	39	76	91	85	38	94	70	12	13	2	-0.277193
ZRBA	2009-02-13T00:00:00	17	87	27	30	14	29	19	90	97	97	49	97	92	29	15	31	75	68	91	21	95	78	11	14	2	-0.368932
ZRBA	2009-02-20T00:00:00	19	84	24	29	14	38	47	48	97	97	48	96	92	30	16	49	75	66	93	40	95	83	11	13	3	0.323077
ZRBA	2009-02-27T00:00:00	21	85	24	30	13	20	8	75	97	97	57	97	92	31	6	36	76	67	91	11	95	83	10	13	3	-0.110465
ZRBA	2009-03-06T00:00:00	22	83	25	29	14	81	100	73	97	97	63	97	91	27	11	38	75	67	91	97	95	84	11	13	3	-0.202614
ZRBA	2009-03-13T00:00:00	25	84	24	29	14	90	100	55	96	96	64	97	91	30	11	41	75	67	91	99	95	83	11	13	3	0.213115
ZRBA	2009-03-20T00:00:00	25	84	25	30	13	77	82	97	95	95	66	97	90	31	25	41	75	68	90	85	96	89	15	13	2	-0.155405
ZRBA	2009-03-27T00:00:00	26	87	25	30	13	92	100	63	93	93	61	97	90	36	17	43	75	67	90	99	96	89	15	13	2	0.08
ZRBA	2009-04-03T00:00:00	27	88	25	29	14	73	50	89	92	92	62	98	90	37	15	44	75	68	90	63	96	91	18	14	2	0
ZRBA	2009-04-10T00:00:00	27	88	24	29	13	28	24	32	90	90	42	97	90	32	38	44	75	67	90	23	96	90	17	13	2	0.111111
ZRBA	2009-04-17T00:00:00	28	89	25	29	13	65	48	49	89	89	43	97	90	30	42	44	75	68	90	57	96	90	17	13	2	0.006667
ZRBA	2009-04-24T00:00:00	28	87	24	29	13	53	25	22	86	86	50	97	90	28	50	44	75	67	91	37	96	89	18	13	2	0.086093
ZRBA	2009-05-01T00:00:00	27	89	25	29	13	43	15	78	83	83	50	97	90	28	42	44	76	68	90	27	97	91	22	14	2	-0.079268
ZRBA	2009-05-08T00:00:00	22	93	27	31	14	52	38	84	80	80	34	97	78	44	70	29	76	69	76	43	97	92	23	14	2	-0.006623
ZRBA	2009-05-15T00:00:00	58	86	79	14	13	33	12	4	84	84	35	96	64	28	49	62	70	70	91	18	96	90	25	13	2	0.333333
ZRBA	2009-05-22T00:00:00	59	92	80	14	13	33	21	27	85	85	29	96	64	31	72	61	70	70	90	21	97	92	19	13	2	-0.05
ZRBA	2009-05-29T00:00:00	57	88	79	14	14	27	14	4	84	84	28	96	64	32	52	64	70	69	91	14	99	91	15	13	2	0.184211
ZRBA	2009-06-05T00:00:00	59	88	80	14	14	36	43	76	85	85	29	96	64	32	42	64	70	70	90	33	99	92	13	13	2	-0.088889
ZRBA	2009-06-12T00:00:00	55	86	78	14	14	31	52	3	88	88	32	95	64	30	35	64	70	69	92	36	97	89	11	13	2	0.307317
ZRBA	2009-06-19T00:00:00	55	82	78	14	14	44	56	6	88	88	53	95	64	20	40	65	70	69	91	50	98	86	9	14	2	0
ZRBA	2009-06-26T00:00:00	59	88	80	14	14	27	26	88	91	91	28	97	64	32	54	65	70	70	89	20	100	90	10	15	2	-0.246269
ZRBA	2009-07-03T00:00:00	59	84	80	13	14	19	15	83	91	91	56	97	64	19	45	64	70	70	89	11	100	88	11	15	2	-0.009901
ZRBA	2009-07-10T00:00:00	59	84	80	13	48	81	85	68	90	90	52	96	64	18	71	64	70	70	89	89	100	93	11	15	2	0
ZRBA	2009-07-17T00:00:00	59	88	80	13	48	72	77	71	90	90	60	96	64	26	47	64	70	70	89	79	100	93	10	15	2	0.01
ZRBA	2009-07-24T00:00:00	59	85	81	13	49	86	96	84	88	88	69	96	64	14	58	64	70	70	88	94	100	90	13	17	2	0
ZRBA	2009-07-31T00:00:00	58	86	81	13	49	66	58	61	87	87	69	96	64	15	57	64	70	71	88	65	99	59	6	29	1	0.039604
ZRBA	2009-08-07T00:00:00	56	87	81	13	50	91	96	63	85	85	65	97	63	22	50	64	70	70	87	97	99	66	17	100	1	0
ZRBA	2009-08-14T00:00:00	49	79	77	12	42	91	97	1	96	96	66	94	63	22	10	63	70	67	91	96	100	66	7	99	1	0.719048
ZRBA	2009-08-21T00:00:00	49	80	77	12	36	57	19	2	96	96	59	94	63	28	8	68	70	67	92	36	100	67	5	99	1	0.110803
ZRBA	2009-08-28T00:00:00	49	82	76	12	35	59	30	10	95	95	53	94	63	33	9	58	70	67	92	43	100	72	5	99	1	-0.002494
ZRBA	2009-09-04T00:00:00	49	78	77	12	35	66	36	7	95	95	60	94	63	27	4	58	70	67	92	51	100	71	5	99	1	0.025
ZRBA	2009-09-11T00:00:00	48	72	76	12	30	52	29	3	94	94	67	93	63	22	16	58	70	66	92	39	98	74	13	99	2	0.202439
ZRBA	2009-09-18T00:00:00	48	72	76	12	27	39	20	22	94	94	69	93	63	20	14	58	70	66	92	27	80	83	9	16	92	-0.004057
ZRBA	2009-09-25T00:00:00	47	72	75	12	27	36	31	5	93	93	70	93	78	24	4	87	70	66	93	31	70	76	13	20	93	0.068228
ZRBA	2009-10-02T00:00:00	99	63	48	92	27	42	34	34	93	93	88	93	87	34	3	59	66	88	93	36	77	81	13	36	70	-0.044805
ZRBA	2009-10-09T00:00:00	99	63	48	92	27	98	100	67	93	93	93	94	87	34	18	59	66	88	93	100	76	70	29	6	97	-0.011976
ZRBA	2009-10-16T00:00:00	99	64	48	92	27	98	100	69	93	93	91	94	87	47	23	59	66	88	93	100	81	82	40	6	88	-0.006061
ZRBA	2009-10-23T00:00:00	99	60	48	92	27	99	99	20	85	85	95	93	87	45	5	59	65	88	93	100	84	87	54	5	89	0.054878
ZRBA	2009-10-30T00:00:00	99	62	48	92	28	99	99	36	83	83	82	94	87	50	6	60	66	88	93	100	58	51	47	8	84	-0.057803
ZRBA	2009-11-06T00:00:00	99	66	48	92	28	100	99	77	83	83	85	94	86	53	3	61	66	88	93	100	59	47	42	6	81	-0.038855
ZRBA	2009-11-13T00:00:00	89	66	40	96	28	99	96	61	82	82	87	94	63	48	21	26	72	86	92	99	62	51	41	3	92	0.021277
ZRBA	2009-11-20T00:00:00	90	71	40	96	27	98	98	86	72	72	78	94	62	52	12	26	72	87	91	99	64	47	43	1	93	-0.060417
ZRBA	2009-11-27T00:00:00	90	67	40	96	25	99	94	35	74	74	83	94	63	51	24	26	72	86	92	98	76	44	31	3	91	0.033259
ZRBA	2009-12-04T00:00:00	90	71	40	96	27	96	68	85	70	70	77	95	63	53	25	26	72	87	92	85	68	37	30	2	90	-0.032189
ZRBA	2009-12-11T00:00:00	90	72	40	96	27	98	60	73	69	69	71	95	63	54	70	26	72	87	91	82	76	43	25	2	93	-0.008869
ZRBA	2009-12-18T00:00:00	90	73	40	96	27	99	83	62	68	68	70	94	63	55	75	26	72	87	91	93	76	45	28	2	94	0.008949
ZRBA	2009-12-25T00:00:00	90	70	40	96	27	99	80	82	66	66	91	95	63	48	55	26	72	87	91	93	73	43	31	2	95	-0.008869
ZRBA	2010-01-01T00:00:00	90	68	40	96	28	97	41	45	64	64	91	95	63	48	56	26	72	87	90	72	71	43	29	2	96	0.01566
ZRBA	2010-01-08T00:00:00	90	72	40	96	27	98	51	47	62	62	82	95	63	50	42	26	72	87	90	77	73	33	18	1	93	0.04185
ZRBA	2010-01-15T00:00:00	80	41	39	96	16	93	34	1	97	97	85	90	63	64	17	25	72	82	93	66	86	33	2	2	92	0.849894
ZRBA	2010-01-22T00:00:00	79	40	39	96	14	96	54	3	97	97	85	90	63	68	28	25	72	82	93	78	83	32	2	2	91	0.001143
ZRBA	2010-01-29T00:00:00	79	40	39	96	14	90	26	4	97	97	82	90	63	76	20	25	72	82	93	59	83	34	3	2	91	0.004566
ZRBA	2010-02-05T00:00:00	78	38	39	96	13	89	29	15	97	97	84	90	63	68	42	23	72	82	93	60	84	35	3	2	92	-0.004545
ZRBA	2010-02-12T00:00:00	22	41	12	17	13	89	37	46	97	97	53	90	71	37	84	22	80	63	92	65	82	29	2	3	88	-0.006849
ZRBA	2010-02-19T00:00:00	22	45	13	17	13	83	18	47	97	97	52	90	71	50	67	23	80	63	92	51	90	27	2	3	89	0.02069
ZRBA	2010-02-26T00:00:00	23	44	12	17	12	85	33	50	97	97	49	90	71	52	79	89	79	63	91	61	89	27	2	3	89	-0.002252
ZRBA	2010-03-05T00:00:00	22	47	13	17	10	86	41	73	96	96	28	90	71	55	85	88	79	63	91	66	88	34	1	1	98	0.007901
ZRBA	2010-03-12T00:00:00	22	48	13	18	9	100	100	73	96	96	27	90	71	58	86	89	80	63	91	100	89	37	1	1	98	0.00224
ZRBA	2010-03-19T00:00:00	23	46	13	18	7	100	100	69	95	95	42	90	71	45	91	89	80	63	90	100	88	35	1	1	99	-0.004469
ZRBA	2010-03-26T00:00:00	23	45	13	18	7	100	100	54	71	71	45	90	71	42	93	89	80	63	90	100	90	37	1	1	98	0.005612
ZRBA	2010-04-02T00:00:00	23	45	13	18	7	100	100	56	70	70	44	91	71	45	93	90	80	63	90	100	89	36	2	1	98	0.004464
ZS	2018-03-23T00:00:00	36	79	37	31	9	76.5	70	20	60	60	36	29	6	78	53	67	40	60	20	76	44	38	70	31	60	-0.108182
ZS	2018-03-30T00:00:00	36	79	29	31	9	76.5	70	85	60	60	18	30	6	77	53	67	40	60	20	77	44	38	70	31	60	-0.046211
ZS	2018-04-06T00:00:00	36	79	17	31	9	76.5	70	43	33	33	3	30	6	77	53	67	40	60	20	78	44	38	70	31	60	0.005344
ZS	2018-04-13T00:00:00	36	79	36	31	9	76.5	70	92	14	14	49	31	6	78	53	67	40	61	20	76	44	38	70	31	60	-0.026223
ZS	2018-04-20T00:00:00	36	79	31	30	9	76.5	70	84	11	11	37	31	6	78	53	67	40	61	20	77	44	38	70	31	60	-0.009461
ZS	2018-04-27T00:00:00	36	79	17	31	9	76.5	70	16	43	43	2	30	6	77	53	67	40	61	20	78	44	38	70	31	60	0.054739
ZS	2018-05-04T00:00:00	35	79	31	34	9	76.5	70	67	37	37	28	30	6	76	53	67	40	61	20	77	44	38	70	31	60	-0.029606
ZS	2018-05-11T00:00:00	35	80	21	37	9	76.5	70	21	45	45	6	30	6	77	53	67	41	61	20	77	44	38	70	31	60	0.052405
ZS	2018-05-18T00:00:00	35	80	37	38	9	64	77	92	55	55	26	31	6	77	53	67	41	61	20	75	44	38	70	31	60	-0.069577
ZS	2018-05-25T00:00:00	35	80	36	38	9	40	29	96	61	61	24	33	6	76	53	67	41	61	20	31	44	38	70	31	60	-0.085411
ZS	2018-06-01T00:00:00	35	80	40	38	9	50	51	24	77	77	30	31	6	76	53	67	41	61	20	49	44	38	70	31	60	0.129459
ZS	2018-06-08T00:00:00	26	25	18	72	9	32	16	1	97	97	31	25	6	19	53	67	20	89	20	20	44	38	70	31	60	0.438254
ZS	2018-06-15T00:00:00	26	25	11	72	9	29	15	5	96	96	31	25	6	32	53	67	20	89	20	18	44	38	70	31	60	0.011596
ZS	2018-06-22T00:00:00	26	26	10	72	9	69	82	55	96	96	30	26	6	36	53	67	20	89	20	79	44	38	70	31	60	-0.106585
ZS	2018-06-29T00:00:00	26	25	22	72	9	43	33	69	96	96	84	27	6	12	53	67	20	89	20	35	44	38	70	31	60	-0.024024
ZS	2018-07-06T00:00:00	26	25	28	72	9	69	75	25	95	95	93	26	6	3	53	67	21	89	20	75	44	38	70	31	60	0.063217
ZS	2018-07-13T00:00:00	26	25	21	72	9	25	14	5	94	94	81	25	6	12	53	67	21	89	20	16	44	38	70	31	60	0.045514
ZS	2018-07-20T00:00:00	26	25	17	72	9	11	6	24	94	94	69	25	6	21	53	67	21	89	20	6	44	38	70	31	60	0.001258
ZS	2018-07-27T00:00:00	26	25	15	71	9	53	70	80	94	94	66	26	6	22	53	67	21	89	20	64	44	38	70	31	60	-0.060568
ZS	2018-08-03T00:00:00	26	25	9	69	9	100	100	67	93	93	52	26	6	36	53	67	21	89	20	100	44	38	70	31	60	-0.001338
ZS	2018-08-10T00:00:00	26	25	10	67	9	99	99	35	91	91	53	26	6	34	53	67	21	88	20	100	44	38	70	31	60	0.023038
ZS	2018-08-17T00:00:00	26	25	21	67	9	94	89	8	79	79	72	25	6	13	53	67	21	88	20	94	44	38	70	31	60	0.054988
ZS	2018-08-24T00:00:00	26	24	17	66	9	92	73	4	82	82	98	23	6	18	53	67	21	88	20	87	44	38	70	31	60	0.102755
ZS	2018-08-31T00:00:00	26	25	28	66	9	95	86	35	78	78	100	24	6	2	53	67	21	88	20	94	44	38	70	31	60	-0.036912
ZS	2018-09-07T00:00:00	26	25	6	66	9	97	97	3	77	77	88	23	6	48	53	67	21	88	20	98	44	38	70	31	60	0.076186
ZS	2018-09-14T00:00:00	27	26	18	80	9	96	88	74	80	80	96	24	6	23	53	67	26	88	20	94	44	38	70	31	60	-0.07405
ZS	2018-09-21T00:00:00	27	26	19	80	9	89	47	85	79	79	97	25	6	20	53	67	26	88	20	72	44	38	70	31	60	-0.058865
ZS	2018-09-28T00:00:00	27	25	23	80	9	85	52	64	78	78	99	25	6	12	53	67	26	88	20	72	44	38	70	31	60	0.016197

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