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	2021-01-29T00:00:00	83	5	78	89	67	41	8	78	13	13	81	3	18	89	91	36	56	76	41	22	14	5	84	37	34	-0.055593
ZTS	2021-02-05T00:00:00	83	5	79	89	32	41	12	80	13	13	93	3	19	89	92	36	57	76	41	24	18	21	88	38	31	0.032613
ZTS	2021-02-12T00:00:00	83	5	79	89	43	47	27	48	14	14	96	3	20	90	91	51	56	76	61	37	15	10	84	38	19	0.046647
ZTS	2021-02-19T00:00:00	75	6	80	94	63	40	15	84	15	15	83	3	18	90	92	49	49	77	65	25	19	3	77	37	13	-0.040252
ZTS	2021-02-26T00:00:00	75	6	80	94	52	49	43	61	15	15	84	3	18	90	89	52	49	77	64	47	12	3	75	33	24	-0.029747
ZTS	2021-03-05T00:00:00	75	6	80	94	71	45	36	74	17	17	81	4	18	90	87	53	49	77	64	41	17	2	61	28	11	-0.061583
ZTS	2021-03-12T00:00:00	76	6	80	94	69	33	13	64	18	18	81	4	18	89	82	54	49	77	63	20	20	1	64	21	12	0.047294
ZTS	2021-03-19T00:00:00	76	6	81	94	42	32	19	50	17	17	87	3	18	89	80	55	49	77	62	23	21	1	61	21	17	0.003607
ZTS	2021-03-26T00:00:00	75	6	81	94	32	25	13	18	18	18	89	3	18	90	76	55	50	76	62	14	17	1	65	16	24	0.019789
ZTS	2021-04-02T00:00:00	75	6	81	94	36	23	9	23	18	18	88	3	19	90	71	55	50	76	63	13	17	1	63	16	25	0.011141
ZTS	2021-04-09T00:00:00	76	6	81	94	73	35	35	26	18	18	49	3	19	84	73	55	50	76	63	34	13	1	71	13	28	0.012415
ZTS	2021-04-16T00:00:00	75	5	81	94	69	26	12	7	21	21	54	3	18	85	65	55	51	75	64	15	12	1	76	11	36	0.048666
ZTS	2021-04-23T00:00:00	75	5	81	94	48	27	23	9	20	20	69	3	19	85	64	56	51	75	64	21	16	1	75	11	48	0.018869
ZTS	2021-04-30T00:00:00	75	5	81	94	23	19	19	13	19	19	62	3	17	85	64	60	51	75	60	15	16	1	74	12	44	0.014603
ZTS	2021-05-07T00:00:00	84	5	78	80	27	21	22	38	19	19	83	3	21	90	62	35	50	75	54	18	14	1	75	9	44	-0.008553
ZTS	2021-05-14T00:00:00	84	5	77	81	17	23	33	23	16	16	88	3	21	90	50	35	51	76	54	26	17	1	72	8	46	0.004313
ZTS	2021-05-21T00:00:00	84	5	77	81	21	31	58	18	16	16	87	3	22	90	49	35	52	76	54	42	18	1	71	8	45	0.021647
ZTS	2021-05-28T00:00:00	82	6	78	82	65	34	62	33	16	16	74	3	22	90	34	35	54	76	54	48	19	1	71	8	45	0.003748
ZTS	2021-06-04T00:00:00	82	6	78	82	61	35	66	63	17	17	75	3	22	90	38	47	54	76	52	50	15	1	77	9	33	-0.008376
ZTS	2021-06-11T00:00:00	82	6	78	82	63	53	87	32	19	19	74	3	22	91	36	47	55	76	53	74	17	1	78	5	39	0.039955
ZTS	2021-06-18T00:00:00	81	6	78	82	63	57	88	15	17	17	74	3	22	91	21	46	55	76	53	77	22	1	82	3	37	0.01751
ZTS	2021-06-25T00:00:00	81	6	78	82	24	60	89	30	17	17	85	3	22	91	21	46	55	76	53	79	22	1	82	3	37	0.009925
ZTS	2021-07-02T00:00:00	81	6	78	82	32	59	74	13	17	17	82	3	22	91	13	46	55	75	54	70	21	1	83	3	30	0.029214
ZTS	2021-07-09T00:00:00	81	6	78	82	25	63	78	9	18	18	84	3	22	92	10	46	55	75	54	74	23	1	80	2	31	0.024908
ZTS	2021-07-16T00:00:00	80	5	77	82	64	64	84	6	17	17	73	3	22	92	6	46	55	75	55	78	33	1	75	3	24	0.011042
ZTS	2021-07-23T00:00:00	80	6	78	82	28	61	74	9	17	17	94	3	22	92	6	46	55	75	54	70	46	2	65	4	15	0.020852
ZTS	2021-07-30T00:00:00	80	6	78	81	22	57	60	25	17	17	93	3	27	91	5	47	55	75	54	61	46	2	62	3	15	-0.004372
ZTS	2021-08-06T00:00:00	76	6	78	85	45	62	72	42	18	18	73	3	20	92	4	62	54	74	50	72	52	2	81	7	14	-0.004041
ZTS	2021-08-13T00:00:00	77	6	78	85	52	73	87	47	18	18	71	3	20	92	4	66	54	74	50	84	58	3	72	17	11	-0.001986
ZTS	2021-08-20T00:00:00	78	6	77	85	63	69	79	8	17	17	68	3	21	92	3	65	55	74	50	78	63	12	67	9	13	0.02765
ZTS	2021-08-27T00:00:00	78	6	78	85	65	74	88	62	18	18	66	3	21	92	5	65	55	74	50	85	69	10	62	4	14	-0.015602
ZTS	2021-09-03T00:00:00	78	6	78	85	48	78	92	26	19	19	71	3	21	92	5	66	55	74	50	88	48	9	64	4	17	0.0288
ZTS	2021-09-10T00:00:00	78	6	78	85	66	84	95	45	19	19	65	3	21	92	5	66	55	74	52	93	61	7	36	3	18	-0.012828
ZTS	2021-09-17T00:00:00	78	6	78	85	17	85	95	77	22	22	81	3	21	92	8	65	55	74	50	93	65	6	34	8	22	-0.041113
ZTS	2021-09-24T00:00:00	78	6	78	85	15	85	90	31	22	22	82	3	21	92	7	65	55	74	50	91	58	9	15	11	39	0.031437
ZTS	2021-10-01T00:00:00	78	6	78	85	50	84	83	80	24	24	71	3	21	92	9	65	55	74	50	86	49	4	14	9	35	-0.04171
ZTS	2021-10-08T00:00:00	78	6	78	85	56	84	77	54	23	23	40	3	21	92	13	65	55	74	50	83	62	4	21	13	33	0.008613
ZTS	2021-10-15T00:00:00	78	6	78	85	57	89	92	39	24	24	38	3	22	92	19	66	55	74	50	93	58	4	19	15	34	0.02193
ZTS	2021-10-22T00:00:00	78	6	78	85	54	81	67	21	24	24	41	3	22	92	17	66	55	74	50	77	71	5	23	20	32	0.031106
ZTS	2021-10-29T00:00:00	78	6	78	85	30	84	79	14	24	24	59	3	39	92	14	66	54	74	51	85	76	6	24	5	15	0.038099
ZTS	2021-11-05T00:00:00	80	6	76	92	37	83	81	40	22	22	78	3	39	92	17	50	17	74	65	86	81	6	19	5	8	0.00245
ZTS	2021-11-12T00:00:00	80	6	76	92	65	76	38	34	22	22	71	3	39	92	23	49	16	74	65	58	69	5	37	8	13	0.000554
ZTS	2021-11-19T00:00:00	79	4	76	92	35	81	73	10	23	23	78	3	39	92	27	48	17	74	66	81	80	22	15	4	15	0.04418
ZTS	2021-11-26T00:00:00	79	3	76	92	61	71	33	32	24	24	70	3	39	92	30	48	17	74	66	51	44	13	24	9	17	-0.031402
ZTS	2021-12-03T00:00:00	79	3	76	92	47	75	45	5	23	23	75	3	39	92	32	48	17	74	66	61	71	33	23	6	28	0.018284
ZTS	2021-12-10T00:00:00	79	3	76	92	46	79	62	10	22	22	75	3	39	92	32	48	17	74	66	75	56	37	23	7	26	0.036361
ZTS	2021-12-17T00:00:00	79	3	76	92	41	80	76	6	21	21	77	3	39	92	32	47	17	74	66	81	54	37	23	6	29	0.012353
ZTS	2021-12-24T00:00:00	79	3	76	92	33	85	86	9	22	22	79	2	40	92	32	47	17	74	66	89	56	45	29	6	34	0.034999
ZTS	2021-12-31T00:00:00	79	3	76	93	69	80	69	18	22	22	69	2	39	92	26	47	17	74	66	78	55	48	29	6	29	0.006265
ZTS	2022-01-07T00:00:00	80	4	76	93	20	81	71	86	40	40	93	3	39	91	63	47	17	74	64	80	73	61	18	26	33	-0.13498
ZTS	2022-01-14T00:00:00	80	4	76	93	55	89	89	80	40	40	85	3	40	91	73	47	17	74	64	91	72	51	22	28	39	-0.023262
ZTS	2022-01-21T00:00:00	80	4	76	93	46	88	87	61	37	37	86	3	40	91	78	47	17	74	64	91	70	51	25	29	40	-0.026798
ZTS	2022-01-28T00:00:00	80	4	76	93	19	93	95	61	35	35	92	3	40	91	78	47	17	74	64	96	63	52	22	27	39	-0.025111
ZTS	2022-02-04T00:00:00	79	4	76	92	49	93	95	52	35	35	85	3	40	91	81	47	17	74	63	96	58	48	22	27	41	0.021712
ZTS	2022-02-11T00:00:00	79	4	76	92	17	95	97	65	34	34	92	3	54	91	83	38	17	74	65	98	56	42	14	26	43	-0.003359
ZTS	2022-02-18T00:00:00	74	4	78	93	22	94	96	75	34	34	73	3	46	92	90	70	19	74	55	97	48	44	8	30	50	-0.037964
ZTS	2022-02-25T00:00:00	74	4	78	93	32	94	93	51	34	34	73	3	47	91	90	68	19	75	54	96	47	57	10	37	53	0.017722
ZTS	2022-03-04T00:00:00	74	3	78	94	39	71	31	29	32	32	72	3	48	91	90	67	19	74	53	48	53	59	17	44	54	0.010939
ZTS	2022-03-11T00:00:00	74	3	78	94	57	59	31	72	33	33	69	3	48	91	93	67	18	74	51	42	39	57	25	23	58	-0.058679
ZTS	2022-03-18T00:00:00	74	3	79	93	19	60	42	39	31	31	77	3	49	90	92	66	18	74	52	50	36	62	35	23	52	0.057264
ZTS	2022-03-25T00:00:00	74	3	79	93	38	58	39	84	31	31	72	3	49	90	92	67	18	74	52	48	42	67	42	19	52	-0.03303
ZTS	2022-04-01T00:00:00	74	2	79	93	20	60	40	50	31	31	77	3	49	90	93	67	19	74	50	49	40	61	41	20	53	0.008868
ZTS	2022-04-08T00:00:00	74	2	79	93	21	59	35	12	32	32	58	3	49	89	88	67	19	74	51	45	41	67	25	23	64	0.046993
ZTS	2022-04-15T00:00:00	75	2	79	93	26	52	31	74	35	35	55	3	49	89	88	67	18	74	50	40	45	67	17	23	58	-0.063924
ZTS	2022-04-22T00:00:00	75	2	79	94	55	54	40	62	34	34	35	3	49	89	91	67	18	74	50	45	45	68	19	22	55	-0.02688
ZTS	2022-04-29T00:00:00	75	2	79	93	45	58	56	61	32	32	45	3	38	89	91	68	18	74	50	56	46	58	25	31	52	-0.025834
ZTS	2022-05-06T00:00:00	84	2	77	78	14	48	35	66	32	32	86	3	40	89	90	54	69	75	54	40	46	55	28	38	46	-0.045361
ZTS	2022-05-13T00:00:00	84	2	77	80	43	51	50	59	31	31	80	3	40	89	88	53	69	74	53	49	47	56	29	40	45	-0.02293
ZTS	2022-05-20T00:00:00	84	2	77	80	44	44	24	68	30	30	79	3	40	89	91	53	69	75	53	30	46	55	31	43	45	-0.016753
ZTS	2022-05-27T00:00:00	84	2	77	80	21	44	29	37	31	31	87	3	39	89	92	53	69	75	53	32	39	54	29	41	42	0.058688
ZTS	2022-06-03T00:00:00	84	2	77	81	30	64	80	66	30	30	83	3	39	89	95	53	69	75	54	76	38	55	35	39	33	-0.017955
ZTS	2022-06-10T00:00:00	84	2	77	81	56	47	33	67	30	30	74	3	39	89	91	54	69	75	54	39	39	60	40	40	38	-0.044497
ZTS	2022-06-17T00:00:00	84	2	77	81	13	47	39	42	25	25	90	3	39	89	85	54	69	75	55	42	53	68	38	34	50	-0.016467
ZTS	2022-06-24T00:00:00	84	2	77	81	50	47	43	10	32	32	77	3	39	89	82	54	69	75	56	44	47	84	40	30	42	0.099349
ZTS	2022-07-01T00:00:00	83	2	77	81	24	45	37	14	32	32	85	3	39	89	79	54	69	74	56	40	47	90	41	27	50	-0.002291
ZTS	2022-07-08T00:00:00	83	2	77	81	52	47	42	17	32	32	75	3	39	88	67	54	69	75	56	44	47	94	43	32	66	0.021643
ZTS	2022-07-15T00:00:00	83	2	77	81	29	45	36	51	32	32	83	3	39	89	61	54	69	75	55	39	48	94	46	33	68	-0.019328
ZTS	2022-07-22T00:00:00	84	2	77	81	16	46	47	33	30	30	95	3	39	89	50	54	69	75	55	42	47	92	45	31	68	0.022734
ZTS	2022-07-29T00:00:00	84	2	77	80	30	44	35	38	28	28	94	3	39	88	50	54	68	75	55	36	48	87	61	40	70	0.024527
ZTS	2022-08-05T00:00:00	81	2	77	81	35	44	34	87	30	30	75	3	42	89	71	37	70	75	50	37	52	94	55	44	67	-0.043493
ZTS	2022-08-12T00:00:00	81	2	77	81	58	51	55	80	28	28	68	3	42	89	53	38	69	75	51	53	40	88	52	51	59	0.006071
ZTS	2022-08-19T00:00:00	81	2	77	80	45	62	88	82	29	29	73	3	42	89	53	38	69	75	50	80	48	89	53	49	61	-0.035011
ZTS	2022-08-26T00:00:00	82	2	77	80	51	62	89	86	32	32	71	3	42	89	65	38	69	75	50	79	53	88	52	51	54	-0.056807
ZTS	2022-09-02T00:00:00	81	2	77	80	46	66	87	64	27	27	71	3	42	89	58	38	69	75	50	83	53	93	49	47	53	-0.018198
ZTS	2022-09-09T00:00:00	81	2	77	80	41	62	82	35	29	29	72	3	42	89	53	38	69	75	50	75	53	94	46	42	53	0.046693
ZTS	2022-09-16T00:00:00	81	2	77	80	34	64	76	56	29	29	75	3	42	89	61	38	69	75	50	76	35	92	57	31	50	-0.042665
ZTS	2022-09-23T00:00:00	81	2	77	80	16	65	70	47	28	28	81	3	42	89	69	38	69	75	50	73	35	93	53	30	43	-0.046092
ZTS	2022-09-30T00:00:00	81	2	77	80	49	46	25	51	27	27	70	3	42	89	70	38	69	75	50	28	34	93	51	32	45	-0.011728
ZTS	2022-10-07T00:00:00	81	2	77	80	52	43	25	63	26	26	37	3	43	89	70	38	69	75	50	27	34	92	52	32	49	-0.006205
ZTS	2022-10-14T00:00:00	82	2	77	80	50	42	22	58	25	25	39	3	43	89	63	38	69	75	50	28	36	93	53	33	49	-0.013368
ZTS	2022-10-21T00:00:00	82	2	77	80	58	39	17	56	25	25	33	3	43	88	63	38	69	75	50	26	36	92	55	35	46	0.012447
ZTS	2022-10-28T00:00:00	82	2	77	79	12	42	27	40	24	24	72	3	43	88	53	38	68	75	50	33	37	89	58	33	43	0.041238
ZTS	2022-11-04T00:00:00	84	2	77	89	20	44	40	89	35	35	58	3	45	90	80	44	68	74	50	40	52	96	72	34	58	-0.126058
ZTS	2022-11-11T00:00:00	83	2	76	89	38	45	40	40	41	41	43	3	45	89	51	45	67	74	52	41	49	90	74	23	68	0.11132
ZTS	2022-11-18T00:00:00	83	2	76	89	28	48	51	63	39	39	49	3	44	89	50	59	67	74	52	49	61	95	69	35	65	-0.019586
ZTS	2022-11-25T00:00:00	83	2	76	89	13	48	50	21	40	40	58	3	44	89	47	58	67	74	53	49	63	92	63	40	70	0.030621
ZTS	2022-12-02T00:00:00	83	2	76	89	38	45	41	16	41	41	43	3	44	89	33	58	67	74	54	42	58	89	48	49	62	0.048769
ZTS	2022-12-09T00:00:00	83	2	76	89	46	46	44	30	40	40	38	3	44	89	29	58	67	74	54	44	58	90	47	51	60	-0.025604
ZTS	2022-12-16T00:00:00	83	2	76	89	25	46	41	63	40	40	50	3	44	89	33	58	67	74	54	42	60	89	69	52	55	-0.058214
ZTS	2022-12-23T00:00:00	83	2	76	89	28	46	52	53	39	39	49	3	44	89	34	58	67	73	54	46	55	90	80	58	52	0.008995

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