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	2015-05-01T00:00:00	64	3	86	91	21	91	69	87	29	29	15	7	35	75	89	10	36	86	40	84	5	54	45	19	60	-0.06888
ZTS	2015-05-08T00:00:00	76	3	83	47	8	91	75	44	30	30	80	7	35	78	92	7	71	86	49	87	6	61	50	17	61	0.028908
ZTS	2015-05-15T00:00:00	76	3	82	49	38	89	74	41	29	29	44	7	35	79	94	31	71	86	72	84	6	60	51	16	60	0.012858
ZTS	2015-05-22T00:00:00	76	3	82	49	19	88	59	16	30	30	64	7	35	79	95	20	71	86	73	78	6	63	46	18	61	0.024514
ZTS	2015-05-29T00:00:00	75	3	81	49	20	87	56	6	34	34	63	7	35	79	93	20	71	86	74	75	7	71	30	17	52	0.044931
ZTS	2015-06-05T00:00:00	76	3	82	49	8	88	66	35	34	34	84	7	35	79	92	20	71	86	74	82	7	67	26	13	51	-0.015258
ZTS	2015-06-12T00:00:00	76	3	82	50	4	88	60	33	33	33	94	7	35	79	92	20	71	86	74	81	7	58	37	15	51	0.001421
ZTS	2015-06-19T00:00:00	76	2	82	50	6	89	69	25	31	31	88	7	35	79	93	19	71	86	74	84	6	59	37	16	55	0.023635
ZTS	2015-06-26T00:00:00	77	3	82	50	34	74	20	66	34	34	47	7	35	79	93	20	71	86	74	44	12	69	27	9	68	-0.032235
ZTS	2015-07-03T00:00:00	76	3	82	50	40	83	46	47	32	32	40	7	35	79	92	19	71	86	74	68	13	72	28	10	70	-0.006389
ZTS	2015-07-10T00:00:00	77	3	82	50	10	83	58	75	30	30	78	7	35	79	94	19	71	86	74	75	12	65	31	13	65	-0.027936
ZTS	2015-07-17T00:00:00	77	3	82	49	23	87	77	50	29	29	62	7	35	83	93	19	71	86	74	85	11	87	52	8	83	0.017882
ZTS	2015-07-24T00:00:00	76	3	82	49	29	92	91	9	28	28	60	6	35	82	89	19	71	85	75	94	8	91	53	8	57	0.03536
ZTS	2015-07-31T00:00:00	76	3	82	47	9	89	79	39	25	25	99	7	35	82	88	19	72	85	75	87	7	89	58	9	54	-0.010302
ZTS	2015-08-07T00:00:00	29	2	95	57	40	88	77	44	22	22	47	7	35	80	90	48	74	84	71	86	7	93	52	11	54	-0.013689
ZTS	2015-08-14T00:00:00	29	2	95	56	12	90	82	70	22	22	73	7	35	74	90	49	73	84	78	89	4	89	39	11	56	-0.015697
ZTS	2015-08-21T00:00:00	29	2	95	56	10	83	53	63	23	23	77	7	35	73	90	48	73	84	78	70	7	80	26	9	63	-0.051605
ZTS	2015-08-28T00:00:00	29	2	95	55	38	85	59	48	22	22	46	7	35	79	87	94	73	84	78	75	18	80	34	10	67	0.016887
ZTS	2015-09-04T00:00:00	29	2	95	55	7	77	37	72	23	23	84	7	35	71	89	94	73	84	78	58	25	83	40	18	66	-0.038678
ZTS	2015-09-11T00:00:00	29	2	95	55	14	78	46	46	23	23	71	7	35	75	88	94	73	84	78	64	18	84	53	25	64	0.022498
ZTS	2015-09-18T00:00:00	29	2	95	55	15	89	87	54	21	21	70	7	35	75	87	94	73	84	78	91	15	82	52	31	57	0.002661
ZTS	2015-09-25T00:00:00	29	2	95	55	29	84	70	73	27	27	54	7	35	78	88	94	74	84	77	80	9	74	64	45	53	-0.057824
ZTS	2015-10-02T00:00:00	29	2	95	55	12	82	62	54	25	25	71	7	35	73	80	94	74	84	77	75	9	77	61	47	48	0.011973
ZTS	2015-10-09T00:00:00	29	3	95	55	5	76	48	87	21	21	45	7	35	70	84	94	74	84	77	64	13	82	76	46	45	-0.005095
ZTS	2015-10-16T00:00:00	29	2	95	55	5	68	44	39	23	23	52	7	35	70	87	94	74	84	77	56	11	77	74	39	44	0.026407
ZTS	2015-10-23T00:00:00	29	3	95	55	40	73	54	80	23	23	3	7	35	80	90	94	74	84	77	65	19	85	69	38	35	-0.031642
ZTS	2015-10-30T00:00:00	29	2	95	54	32	65	36	48	21	21	7	7	35	79	88	93	73	84	77	51	21	79	70	39	35	0.011034
ZTS	2015-11-06T00:00:00	78	2	81	71	22	68	42	19	30	30	58	7	35	88	78	71	72	83	86	55	18	71	63	49	39	0.070729
ZTS	2015-11-13T00:00:00	77	2	81	71	7	66	43	23	27	27	75	7	35	87	68	58	72	82	82	54	17	72	63	49	39	-0.024356
ZTS	2015-11-20T00:00:00	77	2	81	71	24	56	31	7	29	29	54	7	35	87	65	58	72	82	82	42	13	69	89	62	26	0.055069
ZTS	2015-11-27T00:00:00	78	2	81	71	8	59	40	39	29	29	74	7	35	87	68	59	72	82	82	48	14	75	89	62	26	-0.005075
ZTS	2015-12-04T00:00:00	78	2	81	72	26	49	19	43	27	27	52	7	35	87	68	59	72	82	82	29	14	72	91	62	20	-0.013172
ZTS	2015-12-11T00:00:00	77	2	81	71	41	56	41	30	22	22	37	7	35	87	65	59	72	82	82	47	19	73	92	58	22	-0.013554
ZTS	2015-12-18T00:00:00	77	2	81	71	7	47	26	22	22	22	78	7	35	87	58	59	72	82	82	33	19	78	92	58	17	0.016792
ZTS	2015-12-25T00:00:00	77	2	81	71	17	51	37	18	22	22	62	7	35	87	56	59	72	82	82	42	17	78	90	62	18	0.032845
ZTS	2016-01-01T00:00:00	77	2	81	71	15	70	72	26	20	20	65	7	35	87	53	59	72	82	83	75	17	79	91	62	22	-0.004369
ZTS	2016-01-08T00:00:00	77	2	81	71	41	67	74	37	20	20	77	6	35	87	42	59	72	82	83	73	19	63	90	74	30	-0.042565
ZTS	2016-01-15T00:00:00	77	2	81	72	15	80	87	51	21	21	92	7	35	87	48	59	72	82	83	87	15	51	90	83	28	-0.054507
ZTS	2016-01-22T00:00:00	78	2	81	72	7	74	75	57	20	20	99	7	35	87	47	59	72	82	83	78	14	49	90	85	33	0.002682
ZTS	2016-01-29T00:00:00	78	2	81	71	35	71	70	73	16	16	78	7	35	87	56	59	72	82	83	73	18	46	93	80	29	-0.008073
ZTS	2016-02-05T00:00:00	78	2	81	71	38	74	79	73	17	17	88	7	44	87	59	59	72	82	82	79	13	32	95	91	13	-0.049701
ZTS	2016-02-12T00:00:00	78	2	81	71	4	79	82	59	15	15	99	7	44	87	57	59	72	82	82	85	13	35	94	93	12	-0.011741
ZTS	2016-02-19T00:00:00	78	2	81	71	21	84	86	53	17	17	94	7	44	86	54	60	72	82	82	90	13	31	95	93	11	0.034614
ZTS	2016-02-26T00:00:00	42	2	92	80	43	82	82	53	16	16	43	7	24	86	50	99	66	83	60	86	13	32	95	90	8	0.012679
ZTS	2016-03-04T00:00:00	43	2	93	79	18	80	72	94	16	16	52	7	24	86	69	99	66	83	60	78	18	48	97	79	38	-0.036833
ZTS	2016-03-11T00:00:00	43	2	93	79	18	71	61	67	17	17	51	7	24	85	62	99	66	82	61	67	16	44	96	80	34	0.026234
ZTS	2016-03-18T00:00:00	44	2	93	78	37	70	56	89	18	18	43	7	24	85	75	99	65	83	60	64	17	46	94	73	34	-0.024114
ZTS	2016-03-25T00:00:00	43	2	93	78	14	63	40	18	19	19	34	7	34	85	60	98	66	82	78	51	18	37	88	69	36	0.039644
ZTS	2016-04-01T00:00:00	44	2	93	77	8	58	37	15	24	24	39	7	34	85	53	98	66	82	78	46	22	33	90	77	19	0.059067
ZTS	2016-04-08T00:00:00	44	2	93	76	7	60	44	9	25	25	20	7	34	79	45	98	66	82	78	52	28	28	78	70	32	0.045522
ZTS	2016-04-15T00:00:00	44	2	93	76	14	59	40	17	23	23	14	7	34	79	46	98	66	82	79	48	27	26	78	69	33	0.024929
ZTS	2016-04-22T00:00:00	44	2	93	76	40	55	39	30	22	22	3	7	35	79	50	98	66	82	79	43	30	30	80	68	33	0.011001
ZTS	2016-04-29T00:00:00	44	2	92	78	8	38	11	67	25	25	21	7	35	79	58	98	65	82	79	18	35	35	85	60	36	-0.033104
ZTS	2016-05-06T00:00:00	83	2	84	42	18	40	20	40	24	24	27	7	49	84	54	56	40	85	72	23	24	33	81	57	38	0.006599
ZTS	2016-05-13T00:00:00	85	2	84	44	39	35	14	58	24	24	65	7	34	83	55	86	39	84	60	19	21	35	78	53	42	-0.020071
ZTS	2016-05-20T00:00:00	84	2	83	45	11	48	53	38	23	23	82	7	34	83	55	87	39	85	60	49	23	31	78	50	42	0.014457
ZTS	2016-05-27T00:00:00	85	2	84	45	7	63	73	69	20	20	86	7	34	83	50	87	39	85	60	71	23	34	77	49	39	0.002552
ZTS	2016-06-03T00:00:00	85	2	84	45	9	81	86	46	20	20	84	7	34	83	44	87	39	85	60	89	32	46	69	41	44	0.015881
ZTS	2016-06-10T00:00:00	85	2	84	46	6	82	87	63	18	18	87	7	34	83	49	35	39	85	59	91	31	41	68	40	49	-0.011265
ZTS	2016-06-17T00:00:00	85	2	84	46	32	82	78	67	17	17	68	7	34	83	48	34	39	85	59	86	22	31	58	47	50	-0.02005
ZTS	2016-06-24T00:00:00	85	2	84	46	36	67	58	46	15	15	67	7	34	83	53	34	39	85	59	66	27	32	65	50	53	0.00151
ZTS	2016-07-01T00:00:00	85	2	84	46	35	71	68	46	14	14	69	7	34	84	47	33	39	85	59	72	25	21	63	54	56	0.022303
ZTS	2016-07-08T00:00:00	85	2	84	46	7	65	54	29	13	13	86	7	34	85	53	33	39	85	60	60	22	23	54	53	59	0.022129
ZTS	2016-07-15T00:00:00	85	2	84	46	40	70	62	32	13	13	67	7	34	85	47	33	39	85	60	68	24	21	56	49	58	0.024318
ZTS	2016-07-22T00:00:00	84	2	84	45	6	61	44	29	12	12	87	7	34	85	42	33	39	85	59	52	23	22	55	48	60	0.011678
ZTS	2016-07-29T00:00:00	83	2	84	43	21	68	52	35	12	12	91	7	34	85	41	34	39	84	59	62	27	14	34	41	67	0.004178
ZTS	2016-08-05T00:00:00	84	2	82	59	8	62	45	34	11	11	96	7	29	86	40	38	37	82	53	54	26	11	34	41	67	0.012294
ZTS	2016-08-12T00:00:00	82	2	82	58	32	57	39	23	11	11	92	7	47	86	41	23	36	81	48	47	24	8	30	39	67	0.017418
ZTS	2016-08-19T00:00:00	81	2	81	57	40	61	54	27	10	10	90	7	47	86	39	40	36	81	48	58	19	7	29	41	66	0.010774
ZTS	2016-08-26T00:00:00	82	2	82	57	10	64	58	75	15	15	95	7	47	86	42	40	36	81	47	63	25	3	32	41	65	-0.033874
ZTS	2016-09-02T00:00:00	82	2	82	57	40	69	69	62	15	15	90	7	47	86	45	40	36	81	47	72	28	2	34	38	63	0.009842
ZTS	2016-09-09T00:00:00	82	2	82	57	25	70	70	60	14	14	92	7	47	86	47	40	36	81	47	74	27	2	37	38	62	-0.016967
ZTS	2016-09-16T00:00:00	82	2	82	57	37	71	70	46	12	12	90	7	47	86	48	40	36	81	47	74	30	3	35	35	66	0.002378
ZTS	2016-09-23T00:00:00	81	2	82	57	5	69	66	42	12	12	97	7	47	86	53	40	36	81	47	71	38	4	30	22	68	0.019802
ZTS	2016-09-30T00:00:00	81	2	82	57	13	71	67	34	12	12	93	7	47	86	53	40	36	81	46	72	41	4	30	23	66	0.009698
ZTS	2016-10-07T00:00:00	81	2	82	57	26	76	77	35	12	12	87	7	47	86	65	40	36	81	47	81	36	6	25	25	68	-0.003079
ZTS	2016-10-14T00:00:00	82	2	82	57	6	77	74	69	15	15	95	7	47	87	68	40	36	81	47	80	45	5	33	11	85	-0.032198
ZTS	2016-10-21T00:00:00	81	2	82	57	7	62	43	45	14	14	95	7	47	87	76	40	36	81	47	53	45	11	34	8	83	0.015134
ZTS	2016-10-28T00:00:00	82	2	82	56	7	61	45	75	19	19	95	7	47	87	73	41	36	81	47	53	44	10	34	6	81	-0.046703
ZTS	2016-11-04T00:00:00	81	2	81	76	16	62	46	20	20	20	92	7	42	88	57	48	24	80	49	55	65	7	40	2	86	0.030469
ZTS	2016-11-11T00:00:00	82	3	80	75	11	63	52	55	14	14	95	7	46	89	58	57	23	80	44	60	58	12	30	15	59	0.013417
ZTS	2016-11-18T00:00:00	82	3	81	75	9	64	58	73	13	13	96	7	46	89	60	56	23	80	44	63	60	27	32	14	68	-0.014222
ZTS	2016-11-25T00:00:00	83	3	81	75	26	67	64	72	12	12	91	7	46	89	61	56	23	80	43	69	58	33	39	18	70	0.005813
ZTS	2016-12-02T00:00:00	83	3	81	75	37	72	68	72	12	12	89	7	46	89	64	56	23	80	43	73	59	40	52	22	65	-0.021516
ZTS	2016-12-09T00:00:00	83	3	81	75	16	61	41	39	17	17	94	7	46	89	56	56	23	80	44	50	56	30	50	20	69	0.056806
ZTS	2016-12-16T00:00:00	82	3	81	75	11	65	55	24	15	15	96	7	46	89	51	56	23	80	44	62	46	27	65	23	54	0.010995
ZTS	2016-12-23T00:00:00	82	2	81	75	5	47	32	17	15	15	98	7	46	89	45	56	23	80	44	36	39	21	58	30	58	0.025161
ZTS	2016-12-30T00:00:00	82	2	81	75	17	68	68	24	14	14	93	7	46	90	45	56	23	80	45	70	40	22	56	29	62	-0.004645
ZTS	2017-01-06T00:00:00	82	2	81	75	40	60	50	38	12	12	86	7	46	90	48	55	23	80	44	56	42	27	51	37	72	0.010639
ZTS	2017-01-13T00:00:00	82	3	81	75	7	50	34	56	11	11	97	7	46	90	54	55	23	80	44	42	43	22	53	39	70	-0.006652
ZTS	2017-01-20T00:00:00	82	2	81	75	23	49	34	32	12	12	90	7	46	90	56	55	23	80	44	42	42	24	54	37	60	0.006264
ZTS	2017-01-27T00:00:00	81	3	81	75	8	46	29	37	11	11	96	7	46	90	55	55	23	80	45	37	42	25	53	39	61	0.012606
ZTS	2017-02-03T00:00:00	81	2	80	75	6	53	53	21	12	12	97	7	45	90	63	56	24	80	45	54	45	29	54	36	67	0.023236
ZTS	2017-02-10T00:00:00	81	3	81	75	35	57	64	48	11	11	86	7	45	90	61	55	24	80	45	61	45	30	55	40	67	-0.003401
ZTS	2017-02-17T00:00:00	69	3	84	82	46	62	74	92	21	21	65	7	45	91	70	83	24	83	38	70	50	20	58	42	52	-0.057779
ZTS	2017-02-24T00:00:00	69	3	84	81	21	61	76	54	22	22	69	7	44	91	66	37	24	83	39	72	58	24	56	32	31	0.026094
ZTS	2017-03-03T00:00:00	69	3	84	81	20	61	70	69	21	21	69	7	44	90	79	38	24	83	39	70	54	22	53	32	25	-0.008549
ZTS	2017-03-10T00:00:00	69	3	84	80	35	57	58	37	18	18	63	7	44	90	78	40	24	83	38	61	45	26	37	31	26	-0.001483
ZTS	2017-03-17T00:00:00	70	3	84	80	8	62	69	49	17	17	77	7	44	90	78	41	24	82	38	70	52	25	54	32	19	0.012359
ZTS	2017-03-24T00:00:00	69	3	84	80	32	62	65	38	16	16	70	7	42	90	70	41	24	82	39	67	56	25	61	29	28	-0.002778

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