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	2013-05-31T00:00:00	74	3	87	87	27.5	21	27	87	18	18	28	8	35	67	57	54	46	87	50	21	22	31	53	38	38	-0.043616
ZTS	2013-06-07T00:00:00	75	3	87	88	27.5	30	47	86	16	16	28	8	35	67	57	54	46	87	50	36	22	31	53	38	38	-0.015621
ZTS	2013-06-14T00:00:00	76	3	87	88	27.5	37	55	87	13	13	28	8	35	67	57	54	46	87	50	45	22	31	53	38	38	-0.022231
ZTS	2013-06-21T00:00:00	76	3	87	88	27.5	29	39	60	8	8	27	8	35	67	57	54	46	87	50	31	22	31	53	38	38	-0.006506
ZTS	2013-06-28T00:00:00	76	3	87	88	27.5	34	48	61	7	7	26	8	35	67	57	54	46	87	50	39	22	31	53	38	38	0.009467
ZTS	2013-07-05T00:00:00	77	3	88	88	27.5	28	35	86	7	7	28	8	35	67	57	54	46	87	50	27	22	31	53	38	38	-0.023305
ZTS	2013-07-12T00:00:00	77	3	88	88	27.5	33	50	60	12	12	34	8	35	68	57	54	46	87	50	39	22	31	53	38	38	0.039131
ZTS	2013-07-19T00:00:00	78	3	88	88	27.5	30	43	92	15	15	85	8	35	68	57	54	46	87	50	33	22	31	53	38	38	-0.035399
ZTS	2013-07-26T00:00:00	77	3	88	88	27.5	18	16	69	12	12	63	8	35	68	57	54	46	87	50	12	22	31	53	38	38	0.006266
ZTS	2013-08-02T00:00:00	76	3	88	88	27.5	17	16	54	13	13	83	8	35	67	57	54	46	87	50	13	22	31	53	38	38	0.018969
ZTS	2013-08-09T00:00:00	74	3	88	87	27.5	16	12	42	9	9	72	8	35	64	57	54	46	87	50	11	22	31	53	38	38	-0.000983
ZTS	2013-08-16T00:00:00	71	3	89	29	27.5	20	26	61	9	9	32	8	35	72	57	54	51	60	50	20	22	31	53	38	38	-0.029427
ZTS	2013-08-23T00:00:00	71	3	89	29	27.5	21	29	60	8	8	29	8	35	71	57	54	51	60	50	22	22	31	53	38	38	0.006665
ZTS	2013-08-30T00:00:00	71	4	89	29	27.5	16	15	72	10	10	54	8	35	72	57	54	50	60	50	13	22	31	53	38	38	-0.034761
ZTS	2013-09-06T00:00:00	71	3	89	29	27.5	20	27	22	23	23	79	8	35	71	57	54	50	60	50	21	22	31	53	38	38	0.050067
ZTS	2013-09-13T00:00:00	71	3	89	29	27.5	13	11	38	20	20	77	8	35	71	57	54	50	60	50	9	22	31	53	38	38	0.014379
ZTS	2013-09-20T00:00:00	70	3	89	28	27.5	14	16	20	22	22	81	8	35	72	57	54	50	60	50	11	22	31	53	38	38	0.036714
ZTS	2013-09-27T00:00:00	71	3	89	28	27.5	18	33	72	25	25	43	8	35	71	57	54	50	60	50	22	22	31	53	38	38	-0.032308
ZTS	2013-10-04T00:00:00	71	3	89	29	27.5	22	40	26	27	27	35	8	35	72	57	54	50	60	50	28	22	31	53	38	38	0.028886
ZTS	2013-10-11T00:00:00	71	3	89	29	3	19	34	35	24	24	46	8	35	79	57	54	50	60	50	22	59	86	90	34	62	0.010918
ZTS	2013-10-18T00:00:00	70	3	89	29	3	21	33	33	23	23	33	8	35	76	57	54	50	60	50	23	53	85	96	38	31	0.025324
ZTS	2013-10-25T00:00:00	71	4	89	29	12	15	28	70	24	24	13	8	35	78	57	54	50	60	50	16	56	90	97	38	29	-0.022572
ZTS	2013-11-01T00:00:00	71	4	90	28	9	29	63	68	22	22	16	8	35	77	57	54	50	60	50	45	56	89	98	40	25	-0.017437
ZTS	2013-11-08T00:00:00	71	3	90	28	2	29	58	66	18	18	28	8	35	73	57	54	51	60	50	43	36	92	91	41	27	-0.007834
ZTS	2013-11-15T00:00:00	71	3	89	51	20	43	72	65	13	13	4	9	35	77	57	54	49	89	50	59	32	92	88	44	31	0.006969
ZTS	2013-11-22T00:00:00	71	4	89	50	3	28	43	74	13	13	19	9	35	75	57	54	49	89	50	33	25	91	85	44	16	-0.014149
ZTS	2013-11-29T00:00:00	72	4	89	50	3	44	66	82	10	10	20	9	35	74	57	54	49	89	50	56	26	93	84	45	15	-0.006709
ZTS	2013-12-06T00:00:00	71	4	89	50	5	46	68	44	8	8	14	8	35	75	57	54	49	89	50	58	33	91	78	43	16	0.012534
ZTS	2013-12-13T00:00:00	71	3	89	51	21	44	66	29	5	5	4	8	35	77	57	54	49	89	50	56	34	97	70	43	27	0.001272
ZTS	2013-12-20T00:00:00	71	3	89	51	7	31	41	35	6	6	12	8	35	75	57	54	49	89	50	32	36	92	80	47	35	0.02531
ZTS	2013-12-27T00:00:00	71	3	89	51	4	31	38	47	5	5	17	8	35	74	57	54	49	89	50	32	34	92	78	48	36	0.008976
ZTS	2014-01-03T00:00:00	71	4	89	51	4	29	39	77	5	5	20	9	35	74	57	54	49	89	50	31	29	90	71	47	33	-0.018988
ZTS	2014-01-10T00:00:00	71	3	89	51	15	29	35	46	4	4	9	9	35	76	57	54	49	89	50	29	34	91	68	53	28	0.015295
ZTS	2014-01-17T00:00:00	71	4	89	51	19	26	29	79	7	7	73	9	35	76	57	54	49	90	50	25	34	88	69	57	30	-0.024897
ZTS	2014-01-24T00:00:00	71	4	89	51	6	22	23	57	5	5	73	8	35	74	57	54	49	89	50	19	37	89	68	60	28	-0.008511
ZTS	2014-01-31T00:00:00	72	4	89	51	3	30	42	78	7	7	73	9	35	73	40	54	50	90	50	34	29	76	65	59	38	-0.03275
ZTS	2014-02-07T00:00:00	72	4	89	51	29	37	60	48	7	7	73	9	35	76	31	54	50	89	50	48	42	82	64	56	36	0.011191
ZTS	2014-02-14T00:00:00	74	5	89	52	9	40	59	91	6	6	73	9	35	75	38	54	50	90	50	49	52	90	54	55	11	-0.026716
ZTS	2014-02-21T00:00:00	74	5	90	52	4	37	55	88	6	6	73	9	35	74	41	54	49	90	50	45	58	90	54	51	16	-0.009017
ZTS	2014-02-28T00:00:00	74	4	90	51	4	30	32	40	17	17	73	9	35	74	25	54	49	90	50	27	58	84	58	61	13	0.047616
ZTS	2014-03-07T00:00:00	75	5	90	51	28	36	51	72	15	15	73	9	35	76	39	54	49	90	50	43	39	84	54	55	13	-0.014197
ZTS	2014-03-14T00:00:00	75	5	90	52	13	24	25	80	17	17	73	9	35	76	49	54	50	90	50	20	26	72	69	74	7	-0.037932
ZTS	2014-03-21T00:00:00	76	5	90	52	13	27	35	84	14	14	73	9	35	75	54	54	50	90	50	26	34	78	68	78	7	-0.005443
ZTS	2014-03-28T00:00:00	63	6	92	83	3	19	23	59	12	12	31	9	35	73	45	54	47	90	50	16	21	64	48	98	14	-0.008543
ZTS	2014-04-04T00:00:00	63	6	92	82	18	28	38	46	12	12	10	9	35	73	48	54	48	90	50	30	20	62	45	99	13	0.010705
ZTS	2014-04-11T00:00:00	63	5	92	82	7	15	13	55	12	12	29	9	35	71	47	54	48	90	50	10	19	58	46	98	12	-0.031406
ZTS	2014-04-18T00:00:00	63	6	92	82	5	14	12	64	10	10	44	9	35	71	45	54	48	90	50	10	18	59	43	97	18	0.007049
ZTS	2014-04-25T00:00:00	62	5	92	83	13	23	42	8	20	20	22	9	35	72	36	54	48	90	50	29	10	36	36	92	19	0.05713
ZTS	2014-05-02T00:00:00	63	5	91	84	31	16	22	13	19	19	4	9	35	72	29	54	48	90	50	15	9	31	38	92	19	0.015926
ZTS	2014-05-09T00:00:00	65	4	91	87	5	15	18	20	16	16	29	9	35	74	31	54	48	90	50	13	13	26	45	92	20	-0.003241
ZTS	2014-05-16T00:00:00	83	4	86	34	36	13	14	29	15	15	35	9	35	73	26	54	44	59	50	10	17	26	42	96	11	0.001944
ZTS	2014-05-23T00:00:00	83	5	86	34	4	16	27	55	12	12	89	9	35	72	29	54	44	59	50	17	20	23	45	96	11	-0.002293
ZTS	2014-05-30T00:00:00	83	5	87	34	11	18	36	50	11	11	74	9	35	72	32	54	44	59	50	23	19	13	44	88	10	0.005586
ZTS	2014-06-06T00:00:00	83	5	86	34	9	18	36	33	13	13	78	9	35	72	31	54	45	59	50	22	16	12	64	78	13	0.033858
ZTS	2014-06-13T00:00:00	83	5	86	34	39	18	34	24	12	12	31	9	35	73	27	54	45	59	50	22	11	3	59	75	13	0.011971
ZTS	2014-06-20T00:00:00	83	5	86	35	25	38	80	40	9	9	50	9	35	72	23	54	45	59	50	61	12	2	57	75	13	0.010586
ZTS	2014-06-27T00:00:00	83	5	87	35	18	44	83	49	9	9	63	9	35	73	27	54	45	59	50	67	13	2	47	78	13	-0.002461
ZTS	2014-07-04T00:00:00	83	5	87	34	12	48	80	44	5	5	73	9	35	72	24	54	45	59	50	66	9	3	17	79	15	0.016368
ZTS	2014-07-11T00:00:00	83	5	86	35	9	50	79	38	7	7	78	9	35	72	24	54	44	59	50	67	9	2	14	77	16	-0.016399
ZTS	2014-07-18T00:00:00	83	4	86	35	15	43	62	25	7	7	67	9	35	71	20	54	44	59	50	53	10	4	21	75	15	0.00987
ZTS	2014-07-25T00:00:00	82	4	87	34	8	42	62	28	5	5	80	9	35	71	20	54	44	59	50	53	10	4	21	76	16	0.003995
ZTS	2014-08-01T00:00:00	80	4	87	33	9	52	73	20	4	4	74	9	35	71	17	54	44	58	50	64	11	4	21	77	19	-0.002434
ZTS	2014-08-08T00:00:00	78	4	87	30	4	58	77	56	4	4	84	9	35	72	19	54	44	58	50	71	11	2	19	75	18	-0.012825
ZTS	2014-08-15T00:00:00	70	4	87	66	7	56	68	15	8	8	31	9	35	70	12	54	40	87	50	65	4	4	19	59	16	0.042381
ZTS	2014-08-22T00:00:00	69	4	87	66	35	53	62	12	12	12	26	9	35	70	11	54	40	87	50	59	3	5	19	47	17	0.037806
ZTS	2014-08-29T00:00:00	69	4	87	66	7	57	65	15	12	12	77	9	35	70	12	54	40	87	50	64	2	5	18	46	17	0.015775
ZTS	2014-09-05T00:00:00	69	4	87	66	8	61	73	12	11	11	75	8	35	70	10	54	40	87	50	70	2	5	16	50	18	0.016929
ZTS	2014-09-12T00:00:00	69	4	87	66	33	58	77	18	8	8	37	8	35	70	9	54	40	87	50	70	2	6	32	56	20	0.003885
ZTS	2014-09-19T00:00:00	68	4	86	66	4	61	78	7	7	7	86	8	35	70	6	54	40	87	50	73	2	8	50	35	41	0.028193
ZTS	2014-09-26T00:00:00	68	4	86	66	16	68	86	18	10	10	57	8	35	70	8	54	40	86	50	81	2	8	48	34	46	-0.015317
ZTS	2014-10-03T00:00:00	67	3	86	66	34	60	61	6	10	10	44	8	35	70	7	54	40	86	50	65	2	16	30	23	45	0.028376
ZTS	2014-10-10T00:00:00	67	3	86	66	10	71	85	29	14	14	63	8	35	69	7	54	40	86	50	83	7	25	35	21	33	-0.026277
ZTS	2014-10-17T00:00:00	68	4	86	66	5	76	90	70	23	23	40	8	35	69	10	54	40	86	50	88	2	13	42	29	21	-0.035708
ZTS	2014-10-24T00:00:00	68	4	86	66	9	77	88	50	20	20	31	8	35	68	10	54	40	86	50	87	1	7	53	25	35	0.034198
ZTS	2014-10-31T00:00:00	68	4	86	64	7	80	91	59	16	16	32	8	35	67	13	54	40	86	50	90	1	7	52	20	28	0.013898
ZTS	2014-11-07T00:00:00	66	3	86	62	8	83	90	7	29	29	26	8	35	67	8	54	40	86	50	91	1	5	21	22	20	0.086777
ZTS	2014-11-14T00:00:00	71	3	83	47	5	86	95	4	34	34	77	7	35	65	7	54	38	87	50	94	4	6	25	18	54	0.072339
ZTS	2014-11-21T00:00:00	71	3	82	47	29	87	92	7	32	32	44	7	35	64	8	54	38	86	50	93	3	5	13	10	58	0.016921
ZTS	2014-11-28T00:00:00	71	3	82	47	11	91	96	7	31	31	67	7	35	67	8	54	38	86	50	96	2	3	17	7	50	0.024163
ZTS	2014-12-05T00:00:00	71	3	82	48	37	93	90	44	32	32	38	7	35	68	9	54	38	87	50	94	3	3	25	11	51	-0.021152
ZTS	2014-12-12T00:00:00	72	3	82	48	8	85	54	62	35	35	72	7	35	67	13	54	38	87	50	71	2	4	36	37	40	-0.050233
ZTS	2014-12-19T00:00:00	71	3	82	48	9	87	67	41	34	34	70	7	35	67	15	54	38	87	50	80	2	5	39	44	43	0.041643
ZTS	2014-12-26T00:00:00	71	3	82	48	27	81	56	38	32	32	46	7	35	67	16	54	38	86	50	71	2	6	41	51	25	0.015863
ZTS	2015-01-02T00:00:00	72	3	82	48	6	93	93	68	33	33	75	7	35	65	25	54	38	87	50	95	4	12	32	40	32	-0.020139
ZTS	2015-01-09T00:00:00	71	3	82	48	5	96	97	30	32	32	71	7	35	61	22	54	38	86	50	98	7	14	32	35	37	0.021695
ZTS	2015-01-16T00:00:00	71	3	82	48	12	97	97	35	28	28	94	7	35	63	23	54	38	86	50	98	6	16	32	36	37	-0.000656
ZTS	2015-01-23T00:00:00	71	3	82	48	32	97	97	41	24	24	77	7	35	63	28	54	38	86	50	98	7	18	33	35	39	-0.000365
ZTS	2015-01-30T00:00:00	71	3	82	48	5	95	86	67	25	25	100	7	35	63	38	54	38	86	50	93	5	28	20	30	49	-0.031519
ZTS	2015-02-06T00:00:00	72	3	82	48	6	93	64	61	21	21	99	7	35	63	51	18	38	87	73	82	4	24	20	30	51	0.021772
ZTS	2015-02-13T00:00:00	72	3	82	48	14	94	75	26	23	23	92	7	35	64	52	19	38	86	72	88	3	31	28	29	54	0.04124
ZTS	2015-02-20T00:00:00	71	3	83	47	20	95	72	37	20	20	88	7	35	64	61	20	38	86	73	87	4	30	29	26	54	0.003068
ZTS	2015-02-27T00:00:00	62	3	86	92	27	93	50	28	19	19	56	7	35	73	57	41	35	87	66	76	4	31	29	29	54	0.010754
ZTS	2015-03-06T00:00:00	62	3	86	92	20	94	75	38	18	18	62	7	35	73	78	41	35	87	67	88	3	28	30	29	54	-0.006728
ZTS	2015-03-13T00:00:00	63	3	86	91	6	93	74	24	16	16	78	7	35	73	84	42	35	87	67	87	4	31	29	28	55	0.014626
ZTS	2015-03-20T00:00:00	63	3	86	91	33	92	69	32	15	15	48	7	35	74	83	43	35	87	66	84	4	32	28	28	58	0.019173
ZTS	2015-03-27T00:00:00	63	3	87	91	18	88	49	58	16	16	63	7	35	74	87	10	36	87	41	72	5	37	23	27	63	-0.023663
ZTS	2015-04-03T00:00:00	63	3	87	91	13	89	47	57	16	16	71	7	35	73	88	10	36	86	41	73	5	36	22	26	63	0.006059
ZTS	2015-04-10T00:00:00	63	3	87	91	16	92	77	38	14	14	69	7	35	72	94	11	36	86	41	89	5	34	22	26	63	0.016222
ZTS	2015-04-17T00:00:00	63	3	87	90	21	91	68	46	15	15	17	7	35	75	92	10	36	86	41	83	5	44	32	22	69	-0.008492
ZTS	2015-04-24T00:00:00	63	3	87	90	38	91	70	29	14	14	3	7	35	74	88	10	36	86	41	85	5	42	35	26	70	0.02439

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