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 ⌀
ZTS	2017-03-31T00:00:00	70	3	85	79	42	68	75	73	15	15	67	7	42	91	61	42	24	82	39	76	59	23	67	30	24	-0.008907
ZTS	2017-04-07T00:00:00	70	3	85	79	30	65	64	67	15	15	45	7	42	90	64	42	24	82	39	69	61	22	66	32	20	-0.013579
ZTS	2017-04-14T00:00:00	69	3	85	79	16	40	14	37	15	15	59	7	42	91	54	42	24	82	39	22	62	25	61	31	15	0.010656
ZTS	2017-04-21T00:00:00	69	3	85	79	11	52	36	29	16	16	66	7	42	91	53	42	24	82	39	42	66	31	65	30	12	0.020531
ZTS	2017-04-28T00:00:00	69	3	84	80	6	50	34	17	14	14	71	7	42	91	46	44	24	82	40	40	67	31	62	36	25	0.035429
ZTS	2017-05-05T00:00:00	81	3	80	53	11	55	51	7	20	20	86	6	49	93	38	60	77	82	36	53	61	45	54	21	36	0.059866
ZTS	2017-05-12T00:00:00	81	2	80	57	17	56	51	12	18	18	80	6	45	92	37	60	77	82	35	54	61	43	55	21	34	0.006897
ZTS	2017-05-19T00:00:00	81	2	79	58	21	59	57	12	18	18	77	6	45	93	28	60	77	83	35	60	67	44	54	22	32	0.007184
ZTS	2017-05-26T00:00:00	81	2	79	58	30	49	38	8	18	18	74	6	45	93	28	60	77	82	35	41	54	41	42	21	37	0.038146
ZTS	2017-06-02T00:00:00	81	2	79	59	8	44	33	34	18	18	87	6	45	93	30	59	77	83	35	35	66	39	41	21	38	-0.001768
ZTS	2017-06-09T00:00:00	81	2	79	59	9	50	54	33	16	16	86	6	45	93	34	59	77	82	35	52	65	39	42	20	37	0.001451
ZTS	2017-06-16T00:00:00	81	2	79	59	19	55	64	41	15	15	79	6	45	93	29	59	77	82	35	61	65	39	42	22	37	0.001044
ZTS	2017-06-23T00:00:00	81	3	79	59	43	66	79	39	14	14	66	6	45	93	35	58	77	82	35	76	71	44	34	24	37	0.003685
ZTS	2017-06-30T00:00:00	81	3	79	59	31	82	92	60	14	14	73	6	45	93	33	58	77	83	35	90	69	39	37	23	40	-0.006371
ZTS	2017-07-07T00:00:00	81	3	79	59	32	84	90	49	13	13	72	6	45	93	31	58	77	82	36	90	74	45	35	31	45	0.003358
ZTS	2017-07-14T00:00:00	81	3	79	59	49	85	90	41	10	10	65	6	45	93	25	58	77	82	35	91	47	46	28	37	33	0.012142
ZTS	2017-07-21T00:00:00	81	3	79	58	14	88	93	54	10	10	94	6	45	93	23	58	77	83	34	93	40	38	38	42	35	-0.002991
ZTS	2017-07-28T00:00:00	81	2	79	57	6	85	86	72	11	11	96	6	44	93	29	58	77	83	34	89	37	21	29	37	30	-0.015048
ZTS	2017-08-04T00:00:00	81	2	79	55	31	84	83	58	9	9	92	6	44	92	33	32	76	82	35	87	34	15	29	37	29	-0.001438
ZTS	2017-08-11T00:00:00	82	3	79	67	8	84	79	70	12	12	97	6	38	93	37	37	75	80	45	85	19	10	28	40	30	-0.038479
ZTS	2017-08-18T00:00:00	81	3	79	67	16	84	74	39	13	13	96	6	39	93	29	36	75	80	45	84	20	24	30	28	34	0.017075
ZTS	2017-08-25T00:00:00	81	3	79	67	51	82	61	43	13	13	91	6	39	93	42	36	75	80	45	77	19	28	24	35	36	0.009547
ZTS	2017-09-01T00:00:00	81	3	79	67	33	83	59	30	14	14	94	6	38	93	44	36	75	80	45	75	25	29	30	24	31	0.025108
ZTS	2017-09-08T00:00:00	80	3	79	67	30	82	67	14	16	16	94	6	38	93	40	36	75	80	46	79	34	21	57	28	35	0.029114
ZTS	2017-09-15T00:00:00	80	3	79	67	9	80	57	31	15	15	98	6	38	93	42	36	75	80	45	72	34	19	64	27	39	0.007727
ZTS	2017-09-22T00:00:00	81	3	79	67	9	77	41	63	15	15	97	6	38	93	50	36	75	80	46	62	33	27	63	31	40	-0.01595
ZTS	2017-09-29T00:00:00	81	3	79	67	7	77	48	78	14	14	98	6	38	93	50	36	75	81	45	65	32	29	60	27	38	-0.006234
ZTS	2017-10-06T00:00:00	81	3	79	67	15	70	41	76	14	14	95	6	38	93	60	36	75	81	45	55	32	31	63	25	43	-0.000165
ZTS	2017-10-13T00:00:00	81	3	79	67	30	77	52	30	15	15	89	6	38	94	61	36	75	81	45	66	25	24	55	25	50	0.026516
ZTS	2017-10-20T00:00:00	81	3	79	67	45	77	54	31	12	12	83	6	39	93	62	36	75	80	46	69	24	21	60	23	49	0.00764
ZTS	2017-10-27T00:00:00	81	3	79	66	16	78	67	68	15	15	94	6	39	93	72	36	75	80	46	76	15	40	57	21	55	-0.028668
ZTS	2017-11-03T00:00:00	83	3	80	91	53	84	82	10	26	26	86	6	31	94	59	81	56	79	43	86	26	16	71	17	65	0.072454
ZTS	2017-11-10T00:00:00	83	3	80	91	39	83	76	15	24	24	90	6	32	94	60	81	56	79	43	84	32	17	70	20	66	0.007922
ZTS	2017-11-17T00:00:00	83	3	79	91	34	75	53	11	23	23	92	6	32	94	65	81	56	79	43	67	36	23	70	19	68	0.024005
ZTS	2017-11-24T00:00:00	83	3	79	91	54	66	35	27	23	23	89	6	32	93	70	80	56	79	43	51	36	26	69	20	67	0.007067
ZTS	2017-12-01T00:00:00	83	3	79	91	11	62	31	29	20	20	97	6	32	94	67	80	56	79	43	46	37	25	69	20	73	0.014167
ZTS	2017-12-08T00:00:00	83	3	79	91	45	70	58	35	20	20	91	6	32	93	62	80	56	79	42	66	33	23	65	18	60	-0.0058
ZTS	2017-12-15T00:00:00	83	3	79	91	13	71	62	42	19	19	96	6	32	93	60	80	56	79	42	69	32	31	60	15	71	0.001111
ZTS	2017-12-22T00:00:00	83	3	80	91	14	64	34	52	17	17	96	6	32	94	54	80	56	79	42	49	30	29	67	15	73	0.000409
ZTS	2017-12-29T00:00:00	83	3	79	91	9	83	86	50	17	17	98	6	32	94	51	80	56	79	42	87	30	24	66	15	85	0.000701
ZTS	2018-01-05T00:00:00	83	3	79	91	49	86	87	45	15	15	87	6	32	93	54	80	56	79	42	90	29	26	69	9	74	0.018323
ZTS	2018-01-12T00:00:00	83	3	79	91	8	88	89	34	11	11	98	6	32	93	53	80	56	79	42	91	32	19	70	21	76	0.027664
ZTS	2018-01-19T00:00:00	82	3	79	91	21	86	84	24	11	11	94	6	32	93	47	80	56	79	43	88	32	20	70	25	74	0.017997
ZTS	2018-01-26T00:00:00	82	3	79	91	49	86	81	13	13	13	85	6	32	93	33	80	56	79	43	87	35	28	60	31	92	0.045286
ZTS	2018-02-02T00:00:00	82	3	79	91	25	86	79	31	19	19	92	6	32	93	40	80	56	79	44	86	33	19	79	28	86	-0.04132
ZTS	2018-02-09T00:00:00	82	3	78	91	33	85	71	55	24	24	90	6	32	93	60	80	56	78	43	82	4	14	71	51	80	-0.057709
ZTS	2018-02-16T00:00:00	54	3	78	97	50	82	61	9	38	38	48	5	29	94	55	76	16	79	35	75	4	12	71	60	22	0.102009
ZTS	2018-02-23T00:00:00	54	3	79	97	42	81	59	7	38	38	55	5	30	94	38	17	16	79	50	74	3	14	68	63	21	0.038387
ZTS	2018-03-02T00:00:00	55	2	79	97	27	80	60	24	37	37	59	5	30	94	50	19	16	79	52	73	3	15	66	65	20	-0.01825
ZTS	2018-03-09T00:00:00	55	2	79	97	20	79	68	24	35	35	62	5	30	94	48	20	16	79	51	77	3	22	67	66	23	0.039863
ZTS	2018-03-16T00:00:00	56	2	79	96	29	81	76	30	34	34	59	5	29	93	52	20	16	78	52	82	3	23	65	67	27	0.000956
ZTS	2018-03-23T00:00:00	56	2	79	96	34	87	87	52	35	35	59	5	29	93	53	20	16	78	51	90	3	15	71	69	26	-0.04729
ZTS	2018-03-30T00:00:00	56	2	80	96	25	86	83	19	35	35	63	5	29	94	48	20	17	78	51	88	3	20	61	64	32	0.036111
ZTS	2018-04-06T00:00:00	56	2	80	96	25	82	62	67	36	36	38	5	29	94	62	20	17	78	50	76	3	19	65	71	45	-0.030418
ZTS	2018-04-13T00:00:00	56	2	80	96	23	91	91	27	35	35	42	5	29	93	60	20	17	78	50	94	3	20	72	73	49	0.032111
ZTS	2018-04-20T00:00:00	56	2	80	96	21	93	93	26	33	33	46	5	30	93	58	20	17	78	50	95	3	18	66	72	47	0.024005
ZTS	2018-04-27T00:00:00	55	2	79	96	41	91	88	39	26	26	29	5	30	93	50	20	17	78	50	92	3	16	68	76	46	-0.007136
ZTS	2018-05-04T00:00:00	81	3	78	87	42	91	86	79	28	28	77	5	36	93	57	25	16	78	65	91	3	12	57	80	49	-0.038664
ZTS	2018-05-11T00:00:00	82	2	77	88	24	91	84	46	28	28	83	5	37	93	49	24	16	79	65	91	3	11	63	78	47	0.035428
ZTS	2018-05-18T00:00:00	83	2	77	89	51	89	67	55	27	27	68	5	37	93	56	24	16	79	65	83	3	13	54	76	44	-0.000583
ZTS	2018-05-25T00:00:00	83	2	78	89	14	92	86	62	26	26	89	5	37	93	59	24	16	79	66	93	3	10	50	81	37	-0.008652
ZTS	2018-06-01T00:00:00	83	2	77	90	27	90	54	39	26	26	83	5	38	93	58	36	16	79	66	77	3	8	47	79	36	0.020911
ZTS	2018-06-08T00:00:00	83	3	77	90	43	91	76	39	23	23	73	5	38	93	53	86	16	79	66	87	3	7	49	78	40	0.01592
ZTS	2018-06-15T00:00:00	83	2	77	90	16	92	81	19	22	22	89	5	37	93	59	86	16	79	67	90	2	6	49	80	34	0.027888
ZTS	2018-06-22T00:00:00	83	3	77	90	23	91	72	73	27	27	85	5	37	93	67	86	16	79	66	86	2	3	62	83	28	-0.037891
ZTS	2018-06-29T00:00:00	83	3	77	90	51	83	38	55	23	23	67	5	37	94	71	86	16	79	66	64	2	4	62	83	28	-0.007337
ZTS	2018-07-06T00:00:00	84	3	77	90	49	85	57	51	24	24	70	5	38	93	70	86	16	79	66	74	2	3	60	85	29	0.019603
ZTS	2018-07-13T00:00:00	84	3	78	90	13	82	55	58	20	20	89	5	38	94	72	86	16	79	66	71	2	8	58	94	26	-0.008286
ZTS	2018-07-20T00:00:00	84	3	78	90	54	80	44	69	18	18	93	5	38	94	81	86	16	79	65	65	2	8	59	94	25	-0.008416
ZTS	2018-07-27T00:00:00	84	3	78	90	22	82	59	54	17	17	96	5	37	93	86	86	17	79	65	74	2	6	59	95	25	-0.001055
ZTS	2018-08-03T00:00:00	84	3	76	79	50	83	59	7	31	31	43	5	32	94	76	76	16	79	64	74	3	9	65	92	27	0.075477
ZTS	2018-08-10T00:00:00	84	3	76	78	17	87	78	19	30	30	52	5	33	93	76	76	16	79	64	86	3	9	65	91	27	0.000765
ZTS	2018-08-17T00:00:00	84	3	76	77	42	77	37	31	29	29	46	5	33	93	80	48	16	79	64	59	3	9	66	92	27	-0.00251
ZTS	2018-08-24T00:00:00	84	3	77	77	54	79	45	78	29	29	43	5	33	93	85	47	16	79	64	65	4	11	71	91	28	-0.020449
ZTS	2018-08-31T00:00:00	84	3	77	77	13	80	54	51	28	28	53	5	33	93	82	47	16	79	64	70	4	11	69	94	29	0.011162
ZTS	2018-09-07T00:00:00	84	3	77	76	19	76	41	55	28	28	50	5	33	93	80	47	16	79	64	61	4	11	71	94	27	-0.012909
ZTS	2018-09-14T00:00:00	84	3	77	76	49	72	35	62	26	26	43	5	32	93	84	47	16	79	64	54	5	10	74	96	28	-0.004703
ZTS	2018-09-21T00:00:00	84	3	77	76	35	75	42	47	25	25	46	5	32	93	85	47	16	79	64	61	5	10	77	95	27	0.009214
ZTS	2018-09-28T00:00:00	84	3	76	76	42	90	89	23	23	23	44	5	32	93	87	47	16	79	65	93	5	9	76	93	27	0.019262
ZTS	2018-10-05T00:00:00	83	3	76	76	11	88	84	14	21	21	55	5	32	93	83	47	16	79	65	89	4	9	83	92	13	0.004262
ZTS	2018-10-12T00:00:00	83	2	77	76	38	87	79	32	17	17	36	5	32	94	82	46	16	78	65	86	5	10	83	95	14	-0.033176
ZTS	2018-10-19T00:00:00	83	2	76	76	51	79	49	13	17	17	29	5	33	92	75	47	16	78	65	67	5	10	90	92	15	0.028913
ZTS	2018-10-26T00:00:00	83	2	76	76	23	80	59	35	17	17	44	5	33	92	76	48	16	78	66	73	10	18	95	84	64	-0.02865
ZTS	2018-11-02T00:00:00	79	2	81	94	19	80	56	20	19	19	78	5	19	93	67	87	18	77	33	71	13	17	96	79	69	0.044118
ZTS	2018-11-09T00:00:00	78	2	80	93	43	77	43	18	18	18	71	5	20	93	61	86	18	77	34	62	13	16	98	77	69	0.026951
ZTS	2018-11-16T00:00:00	79	2	80	93	29	79	53	50	20	20	76	5	20	93	61	86	18	77	34	70	12	6	98	79	60	-0.031493
ZTS	2018-11-23T00:00:00	79	2	81	93	53	83	73	60	21	21	66	5	20	93	59	86	18	77	34	82	11	5	98	86	49	-0.031485
ZTS	2018-11-30T00:00:00	79	2	81	93	34	88	86	26	24	24	74	5	20	93	60	86	18	77	34	91	12	6	100	88	56	0.051883
ZTS	2018-12-07T00:00:00	79	3	81	93	35	88	76	59	27	27	74	5	20	93	65	86	19	77	33	87	8	5	100	94	36	-0.061566
ZTS	2018-12-14T00:00:00	79	2	80	93	18	92	90	34	26	26	81	5	21	93	63	86	19	77	33	95	8	7	100	93	18	0.00408
ZTS	2018-12-21T00:00:00	79	3	80	93	10	90	78	50	28	28	86	5	20	93	60	86	18	77	33	88	9	6	99	93	12	-0.076535
ZTS	2018-12-28T00:00:00	79	3	81	93	16	91	89	39	26	26	81	5	20	93	61	86	19	77	33	93	10	7	99	90	14	0.034405
ZTS	2019-01-04T00:00:00	79	3	81	93	49	92	90	77	24	24	45	5	20	92	72	86	19	77	33	94	12	8	99	85	24	0.00319
ZTS	2019-01-11T00:00:00	79	3	81	93	30	89	70	75	22	22	58	5	20	93	71	86	19	77	33	83	9	9	100	80	20	0.015332
ZTS	2019-01-18T00:00:00	80	3	81	94	13	86	55	88	21	21	72	5	20	93	74	86	19	77	32	72	12	11	100	79	32	-0.015162
ZTS	2019-01-25T00:00:00	80	3	81	94	40	90	79	76	20	20	51	5	20	93	71	87	19	77	32	87	11	10	100	79	32	0.001183
ZTS	2019-02-01T00:00:00	80	3	81	93	42	82	54	47	20	20	50	5	20	92	78	86	19	77	32	69	11	9	100	83	36	0.028932
ZTS	2019-02-08T00:00:00	80	3	80	93	11	86	67	51	18	18	72	5	20	92	80	86	19	77	32	78	10	10	100	84	41	-0.003566
ZTS	2019-02-15T00:00:00	78	3	80	94	30	79	60	11	31	31	57	5	14	93	63	46	33	78	25	71	17	14	89	88	26	0.098357
ZTS	2019-02-22T00:00:00	79	3	80	94	33	80	63	39	32	32	67	5	24	92	56	45	32	78	24	73	19	20	86	83	34	-0.00797

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