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 ⌀
ZS	2020-09-04T00:00:00	39	23	33	75	4	98	95	38	51	51	100	11	6	25	36	88	52	88	10	97	89	76	98	13	92	-0.048112
ZS	2020-09-11T00:00:00	38	24	32	74	5	97	87	71	53	53	100	11	6	25	46	17	52	88	12	95	89	77	98	14	92	-0.043472
ZS	2020-09-18T00:00:00	33	24	37	67	5	98	87	68	47	47	84	11	6	21	59	18	35	87	12	95	89	81	96	15	92	0.004669
ZS	2020-09-25T00:00:00	33	24	36	68	11	98	92	5	47	47	67	10	6	26	62	18	36	86	12	97	90	80	97	14	92	0.07103
ZS	2020-10-02T00:00:00	33	24	36	67	5	96	66	17	44	44	81	10	6	21	63	18	36	86	13	86	90	80	96	14	92	0.027338
ZS	2020-10-09T00:00:00	33	24	36	68	16	96	51	15	43	43	61	10	6	28	63	18	36	86	13	80	90	80	96	14	92	0.069764
ZS	2020-10-16T00:00:00	33	24	36	67	12	98	89	16	42	42	64	10	6	26	79	18	36	86	13	96	90	80	96	14	92	0.019018
ZS	2020-10-23T00:00:00	33	24	37	67	3	98	92	67	46	46	71	10	6	18	81	18	36	86	13	98	90	81	97	13	93	-0.050371
ZS	2020-10-30T00:00:00	32	25	36	67	5	97	83	67	46	46	69	10	6	21	87	18	37	87	12	94	89	87	96	13	93	-0.076845
ZS	2020-11-06T00:00:00	29	25	36	68	9	96	51	28	48	48	18	10	6	27	90	17	37	86	12	79	90	87	97	11	93	0.105414
ZS	2020-11-13T00:00:00	28	25	37	68	23	94	50	97	51	51	3	11	6	34	95	17	38	87	11	77	92	93	99	9	95	-0.120885
ZS	2020-11-20T00:00:00	29	24	37	68	24	97	94	55	53	53	1	11	6	35	92	17	38	87	13	97	99	97	98	3	99	0.084066
ZS	2020-11-27T00:00:00	28	25	37	68	11	97	90	56	52	52	12	11	6	28	97	17	38	87	12	96	15	26	19	17	50	0.04706
ZS	2020-12-04T00:00:00	28	24	37	68	4	97	90	7	62	62	26	10	6	23	97	18	38	86	14	96	30	28	8	19	39	0.207092
ZS	2020-12-11T00:00:00	28	24	34	82	22	97	91	16	61	61	3	9	6	30	98	20	41	86	12	96	55	6	9	12	88	0.006418
ZS	2020-12-18T00:00:00	28	24	33	82	21	95	59	9	60	60	4	9	6	30	97	20	41	86	14	82	23	36	25	22	85	0.076796
ZS	2020-12-25T00:00:00	28	24	33	82	8	94	47	12	58	58	16	9	6	25	97	22	41	86	13	76	28	9	25	27	81	0.047938
ZS	2021-01-01T00:00:00	28	24	34	82	6	95	77	33	58	58	21	9	6	23	97	18	41	86	13	89	32	6	15	31	84	-0.027086
ZS	2021-01-08T00:00:00	28	24	34	82	3	77	10	69	57	57	42	9	6	17	97	18	41	86	12	43	25	5	26	25	90	-0.011717
ZS	2021-01-15T00:00:00	28	25	34	82	13	86	34	30	56	56	13	9	6	23	96	18	41	86	12	63	26	6	26	22	92	0.069362
ZS	2021-01-22T00:00:00	28	25	34	82	15	85	45	27	52	52	11	8	6	24	97	18	41	86	13	69	35	9	28	24	94	0.029849
ZS	2021-01-29T00:00:00	28	25	34	83	26	95	87	64	54	54	1	9	6	27	98	18	41	86	12	94	27	2	27	25	91	-0.081248
ZS	2021-02-05T00:00:00	28	25	34	83	3	93	85	44	53	53	43	8	6	18	97	18	41	86	12	92	37	18	35	25	93	0.085528
ZS	2021-02-12T00:00:00	28	25	34	82	11	95	90	36	46	46	17	8	6	25	96	18	41	86	12	95	39	10	25	30	89	0.044746
ZS	2021-02-19T00:00:00	28	26	35	82	25	94	91	38	46	46	3	8	6	30	98	17	41	86	12	94	26	17	37	39	93	-0.001987
ZS	2021-02-26T00:00:00	29	26	34	82	9	94	87	77	49	49	21	9	6	25	99	18	41	86	10	93	16	14	34	37	96	-0.092908
ZS	2021-03-05T00:00:00	27	26	36	63	21	89	58	89	55	55	6	10	6	29	99	14	43	89	8	77	24	9	22	29	89	-0.144662
ZS	2021-03-12T00:00:00	28	26	36	62	9	91	74	89	54	54	20	9	6	25	97	14	44	89	7	86	25	11	21	29	89	0.052689
ZS	2021-03-19T00:00:00	29	26	36	62	6	90	76	84	53	53	59	9	2	24	94	13	44	89	7	87	23	25	27	33	93	-0.016521
ZS	2021-03-26T00:00:00	29	25	36	62	29	88	48	81	53	53	40	10	2	35	95	22	44	88	7	74	25	24	25	37	91	-0.064882
ZS	2021-04-02T00:00:00	31	23	37	62	29	86	60	56	53	53	40	10	2	35	94	23	45	88	8	77	25	23	21	36	92	0.035281
ZS	2021-04-09T00:00:00	31	23	36	62	4	86	66	22	53	53	70	9	2	21	95	23	45	87	8	80	22	17	28	31	93	0.052739
ZS	2021-04-16T00:00:00	31	23	36	62	21	86	64	6	53	53	44	9	2	29	93	23	45	87	8	79	28	11	22	36	91	0.040262
ZS	2021-04-23T00:00:00	31	23	36	63	17	81	34	27	53	53	48	9	2	27	95	23	45	87	8	59	27	12	21	38	88	-0.011585
ZS	2021-04-30T00:00:00	31	23	36	65	12	58	16	56	52	52	55	9	2	26	95	23	45	87	8	35	24	17	17	42	88	-0.013771
ZS	2021-05-07T00:00:00	30	23	37	68	4	57	13	88	55	55	68	10	2	23	95	23	45	88	6	34	17	22	19	30	88	-0.097634
ZS	2021-05-14T00:00:00	30	23	38	70	24	55	11	79	51	51	43	10	2	34	93	23	47	88	5	31	18	24	20	27	90	-0.023506
ZS	2021-05-21T00:00:00	30	23	39	71	26	50	13	65	51	51	43	10	2	40	94	23	48	88	5	28	20	24	23	22	90	0.028668
ZS	2021-05-28T00:00:00	30	23	40	71	15	54	19	8	59	59	51	9	2	37	89	23	50	88	5	33	16	15	28	19	93	0.141816
ZS	2021-06-04T00:00:00	32	23	39	92	9	63	50	51	60	60	89	9	3	31	92	93	51	85	7	58	7	14	46	36	83	-0.043254
ZS	2021-06-11T00:00:00	31	23	40	92	29	74	76	10	62	62	78	9	3	40	88	93	51	85	7	80	9	12	50	26	86	0.118353
ZS	2021-06-18T00:00:00	31	23	39	92	9	72	70	6	61	61	88	8	3	31	84	92	51	84	7	75	12	10	53	17	85	0.052024
ZS	2021-06-25T00:00:00	31	23	40	92	3	65	57	21	60	60	95	8	3	26	81	92	52	84	7	64	11	9	54	16	83	0.001098
ZS	2021-07-02T00:00:00	31	23	40	92	22	41	19	38	60	60	81	8	3	37	72	92	52	84	7	27	14	13	44	18	75	-0.018552
ZS	2021-07-09T00:00:00	31	23	40	92	28	42	21	7	60	60	78	8	3	37	59	92	52	84	7	29	15	20	40	13	77	0.060574
ZS	2021-07-16T00:00:00	30	23	39	92	15	46	22	26	58	58	84	8	3	31	67	93	52	84	7	31	17	17	31	15	75	-0.029106
ZS	2021-07-23T00:00:00	30	23	39	92	30	76	81	3	57	57	78	8	3	35	54	93	52	84	7	82	30	40	16	27	63	0.0794
ZS	2021-07-30T00:00:00	30	23	39	91	17	61	58	22	57	57	83	8	3	32	48	93	52	83	7	62	33	32	19	29	61	-0.011771
ZS	2021-08-06T00:00:00	30	23	39	90	11	81	85	12	54	54	97	8	2	31	38	93	52	83	7	86	34	33	19	29	61	0.026027
ZS	2021-08-13T00:00:00	31	23	39	90	3	90	96	17	52	52	99	8	3	30	39	93	52	83	8	95	17	23	34	2	74	0.012807
ZS	2021-08-20T00:00:00	32	23	39	90	29	86	92	9	47	47	95	8	3	45	25	93	52	83	8	91	18	31	32	2	75	0.005099
ZS	2021-08-27T00:00:00	32	22	39	90	9	84	87	6	52	52	98	7	3	36	13	93	52	83	8	89	25	41	41	3	77	0.110917
ZS	2021-09-03T00:00:00	31	22	40	90	14	91	94	7	52	52	96	7	3	39	4	93	53	83	9	95	36	47	39	3	76	0.04994
ZS	2021-09-10T00:00:00	32	22	39	90	7	91	92	45	54	54	55	7	3	36	15	94	53	83	12	94	22	45	50	2	75	-0.058316
ZS	2021-09-17T00:00:00	29	22	41	74	13	96	98	23	53	53	32	7	3	36	22	47	49	87	13	98	15	45	37	3	66	0.018549
ZS	2021-09-24T00:00:00	29	23	41	74	28	96	93	24	52	52	24	7	3	41	12	47	49	87	13	96	19	46	43	3	63	0.015708
ZS	2021-10-01T00:00:00	29	22	41	74	6	96	94	73	54	54	38	7	3	32	11	47	49	87	12	96	15	33	40	2	64	-0.060109
ZS	2021-10-08T00:00:00	29	22	41	74	24	95	93	58	53	53	27	7	3	41	16	47	49	87	13	96	17	36	47	4	63	0.0133
ZS	2021-10-15T00:00:00	29	22	40	74	25	97	95	8	56	56	28	7	3	41	14	48	49	87	14	98	14	32	44	5	61	0.097652
ZS	2021-10-22T00:00:00	29	22	40	74	4	96	98	5	56	56	32	6	3	30	20	48	48	87	14	98	13	29	46	6	51	0.051828
ZS	2021-10-29T00:00:00	30	22	40	74	8	96	97	9	54	54	31	6	3	34	15	48	48	87	14	98	15	30	45	6	43	0.035697
ZS	2021-11-05T00:00:00	29	22	40	74	6	95	90	12	51	51	18	6	3	36	21	49	48	87	14	95	22	33	49	6	32	0.061563
ZS	2021-11-12T00:00:00	28	21	40	74	4	96	91	10	49	49	19	6	3	36	22	48	48	87	14	95	7	38	80	14	48	0.031256
ZS	2021-11-19T00:00:00	26	20	40	75	9	96	91	4	47	47	13	5	3	40	21	47	49	86	14	95	7	52	69	11	45	0.056464
ZS	2021-11-26T00:00:00	26	20	41	75	15	93	51	56	55	55	8	6	3	44	23	47	49	87	14	77	2	34	77	22	52	-0.086447
ZS	2021-12-03T00:00:00	26	20	41	75	16	94	53	63	56	56	62	6	4	43	23	57	48	87	28	78	1	17	78	30	38	-0.069902
ZS	2021-12-10T00:00:00	25	20	41	91	4	97	94	87	54	54	74	6	7	32	25	71	47	87	30	97	5	12	73	29	43	-0.024254
ZS	2021-12-17T00:00:00	25	21	41	91	3	97	97	63	52	52	76	6	7	30	23	70	47	87	30	98	5	14	71	32	43	-0.002878
ZS	2021-12-24T00:00:00	25	21	41	91	9	97	95	20	51	51	68	6	7	37	29	70	47	87	30	98	6	17	73	32	45	0.059468
ZS	2021-12-31T00:00:00	25	20	41	91	27	97	94	40	51	51	55	6	7	45	31	57	47	87	30	97	7	15	69	30	58	-0.00517
ZS	2022-01-07T00:00:00	25	21	41	91	19	98	95	95	65	65	61	7	7	39	66	57	47	87	29	98	15	18	54	47	51	-0.186102
ZS	2022-01-14T00:00:00	25	21	41	91	4	99	98	87	63	63	82	7	7	24	66	57	47	87	28	99	18	8	57	58	58	-0.025963
ZS	2022-01-21T00:00:00	25	21	41	91	25	98	80	73	60	60	54	7	7	37	75	57	46	87	29	92	20	8	57	58	58	-0.050247
ZS	2022-01-28T00:00:00	25	21	40	91	18	97	57	63	57	57	62	7	7	32	80	57	46	87	29	81	21	7	55	57	58	-0.013392
ZS	2022-02-04T00:00:00	25	21	40	91	2	94	36	14	59	59	86	7	7	23	77	57	47	87	29	67	24	14	49	58	44	0.08496
ZS	2022-02-11T00:00:00	25	21	40	91	6	95	42	17	59	59	78	6	7	27	76	56	46	87	29	71	25	6	21	58	46	0.054135
ZS	2022-02-18T00:00:00	25	21	41	91	5	97	75	62	59	59	78	7	7	27	86	56	46	87	30	89	20	8	12	68	49	-0.065128
ZS	2022-02-25T00:00:00	25	21	41	91	3	96	63	93	63	63	83	8	7	23	97	54	46	87	28	83	20	10	5	53	51	-0.13075
ZS	2022-03-04T00:00:00	26	21	41	92	5	60	14	67	61	61	76	7	5	29	98	90	46	87	33	35	27	12	9	62	53	0.016453
ZS	2022-03-11T00:00:00	25	21	41	74	4	59	18	91	61	61	79	8	4	25	98	81	46	89	31	36	15	5	15	36	50	-0.108027
ZS	2022-03-18T00:00:00	25	20	41	74	4	56	26	38	60	60	80	7	4	25	99	89	47	89	28	40	14	6	24	37	44	0.107239
ZS	2022-03-25T00:00:00	25	20	41	74	6	57	29	32	59	59	75	7	4	28	99	87	47	88	27	42	13	6	22	38	44	0.03417
ZS	2022-04-01T00:00:00	26	19	42	74	16	66	54	13	60	60	63	7	4	36	98	87	48	88	27	60	9	2	20	32	59	0.068991
ZS	2022-04-08T00:00:00	26	19	42	74	6	82	69	58	60	60	77	7	4	26	98	87	48	88	28	80	8	2	26	30	56	-0.078876
ZS	2022-04-15T00:00:00	26	18	42	73	5	63	43	36	59	59	80	7	4	21	98	87	48	88	27	52	8	2	29	31	55	0.017858
ZS	2022-04-22T00:00:00	26	18	42	74	18	44	15	77	60	60	60	8	4	28	99	87	48	88	26	27	9	4	37	27	45	-0.105571
ZS	2022-04-29T00:00:00	27	18	43	75	13	48	25	65	58	58	67	7	4	26	99	87	48	88	26	35	10	3	40	30	43	-0.018066
ZS	2022-05-06T00:00:00	27	19	43	78	19	37	14	91	61	61	61	8	4	30	99	87	48	89	23	24	18	3	40	26	31	-0.146986
ZS	2022-05-13T00:00:00	27	19	43	79	3	41	20	87	61	61	82	9	4	19	99	87	47	89	22	26	18	3	43	36	30	-0.11397
ZS	2022-05-20T00:00:00	27	19	43	80	18	45	44	94	60	60	61	9	4	38	100	86	47	90	22	41	19	3	50	48	31	-0.106637
ZS	2022-05-27T00:00:00	27	19	43	80	9	57	71	40	67	67	70	9	4	32	99	86	47	89	21	69	18	5	53	56	38	0.168822
ZS	2022-06-03T00:00:00	27	18	43	80	4	46	44	60	66	66	75	9	6	26	99	31	46	89	20	44	18	5	55	55	35	-0.019188
ZS	2022-06-10T00:00:00	27	18	43	89	3	48	50	44	64	64	77	9	4	21	97	57	45	89	20	48	19	8	53	56	32	-0.021156
ZS	2022-06-17T00:00:00	27	19	43	89	13	41	30	59	62	62	62	9	4	33	97	57	45	89	20	34	29	12	52	52	38	-0.061129
ZS	2022-06-24T00:00:00	28	18	43	89	7	42	33	5	68	68	69	8	4	27	95	55	45	88	20	36	27	37	56	45	32	0.18444
ZS	2022-07-01T00:00:00	28	19	43	89	10	33	14	54	68	68	66	8	4	30	97	55	45	89	20	22	30	46	54	53	42	-0.090446
ZS	2022-07-08T00:00:00	28	19	43	89	5	28	15	11	67	67	73	8	4	24	90	55	45	88	20	21	31	49	52	57	51	0.074146
ZS	2022-07-15T00:00:00	28	19	43	89	8	23	10	84	67	67	68	9	4	24	93	55	45	89	20	16	32	61	49	56	46	-0.105279
ZS	2022-07-22T00:00:00	28	19	43	89	11	28	21	27	67	67	65	8	4	24	89	56	45	89	20	23	35	58	43	50	48	0.071055
ZS	2022-07-29T00:00:00	28	19	43	89	5	27	22	80	64	64	76	9	4	18	92	55	45	89	20	23	37	53	61	46	45	-0.030451

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