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	2022-08-05T00:00:00	28	18	43	89	19	28	33	37	61	61	57	9	4	30	81	53	45	89	21	28	39	51	58	42	43	0.053915
ZS	2022-08-12T00:00:00	28	19	42	88	14	29	35	14	62	62	62	8	4	35	60	52	43	88	22	29	38	41	61	42	42	0.117611
ZS	2022-08-19T00:00:00	27	19	43	88	16	36	89	71	63	63	61	9	4	38	58	52	42	88	21	63	33	48	71	40	35	-0.089904
ZS	2022-08-26T00:00:00	27	19	43	88	5	32	51	63	63	63	73	9	4	28	49	51	42	88	21	39	35	45	71	41	33	-0.030261
ZS	2022-09-02T00:00:00	28	19	43	88	11	34	83	91	62	62	65	9	4	34	53	51	42	88	21	58	34	52	72	41	27	-0.099696
ZS	2022-09-09T00:00:00	28	19	42	88	3	29	27	2	74	74	77	8	4	25	24	51	42	88	22	24	37	46	63	32	25	0.29548
ZS	2022-09-16T00:00:00	28	19	42	91	7	31	57	38	74	74	91	8	6	26	31	18	43	87	20	38	29	40	70	27	24	-0.098457
ZS	2022-09-23T00:00:00	29	19	42	91	4	28	24	42	73	73	94	8	6	21	30	18	43	87	19	23	28	40	71	27	27	-0.063721
ZS	2022-09-30T00:00:00	29	19	42	91	21	28	49	31	72	72	83	8	6	37	30	18	42	86	20	32	29	39	74	23	30	0.035793
ZS	2022-10-07T00:00:00	29	19	42	91	6	41	77	10	70	70	91	8	6	25	22	18	42	86	20	63	28	39	74	24	30	0.0348
ZS	2022-10-14T00:00:00	29	19	42	91	10	31	37	87	75	75	89	9	6	29	28	18	42	87	19	30	41	44	80	16	22	-0.20448
ZS	2022-10-21T00:00:00	29	19	42	91	15	32	42	59	76	76	88	8	6	33	17	17	42	87	20	35	40	43	89	20	17	0.112113
ZS	2022-10-28T00:00:00	29	19	42	91	6	28	24	59	74	74	90	8	6	24	18	18	42	87	20	23	42	49	93	19	12	0.023126
ZS	2022-11-04T00:00:00	29	19	42	90	7	67	97	94	77	77	90	10	6	26	27	18	42	88	19	87	49	71	98	28	16	-0.214082
ZS	2022-11-11T00:00:00	28	19	42	89	3	48	90	48	78	78	100	9	6	26	16	18	41	87	20	69	45	64	99	22	22	0.175124
ZS	2022-11-18T00:00:00	29	19	42	90	4	46	65	72	75	75	100	9	6	28	13	19	40	87	20	57	54	73	99	30	20	-0.024334
ZS	2022-11-25T00:00:00	29	19	42	90	8	53	79	43	75	75	99	9	6	34	17	19	40	87	21	67	57	71	99	31	21	0.000144
ZS	2022-12-02T00:00:00	29	19	42	90	15	59	88	91	74	74	95	10	7	40	19	19	40	87	20	75	58	76	100	25	28	-0.070342
ZS	2022-12-09T00:00:00	31	20	50	93	10	33	23	89	73	73	96	10	6	31	40	21	40	86	20	27	58	79	100	30	20	-0.091325
ZS	2022-12-16T00:00:00	31	20	50	93	6	41	34	79	71	71	97	10	6	27	29	21	40	86	20	36	58	82	99	33	20	-0.025595
ZS	2022-12-23T00:00:00	31	20	50	93	5	40	37	82	69	69	98	11	6	24	37	21	40	86	20	35	59	81	100	31	24	-0.047544
ZS	2022-12-30T00:00:00	31	20	49	93	13	25	10	58	67	67	95	10	6	34	34	95	40	86	20	16	60	78	100	34	27	0.028682
ZS	2023-01-06T00:00:00	31	21	50	93	4	31	29	96	66	66	98	11	6	21	85	95	40	86	20	27	55	84	96	40	23	-0.070956
ZS	2023-01-13T00:00:00	31	20	50	93	21	32	25	88	62	62	89	11	6	30	70	95	40	86	20	26	51	87	96	41	29	0.032128
ZS	2023-01-20T00:00:00	31	20	50	93	23	31	30	27	61	61	87	11	6	27	56	95	40	86	21	28	49	84	92	41	30	0.091519
ZS	2023-01-27T00:00:00	31	20	49	93	5	27	16	13	63	63	96	10	6	15	44	95	40	85	22	19	46	87	91	38	27	0.088798
ZS	2023-02-03T00:00:00	31	20	49	93	20	25	14	13	63	63	88	10	6	25	32	94	40	85	22	17	50	81	90	33	24	0.058579
ZS	2023-02-10T00:00:00	31	20	49	93	7	25	20	15	61	61	95	10	6	20	37	94	40	85	22	20	50	81	90	35	22	-0.008297
ZS	2023-02-17T00:00:00	31	20	49	93	12	24	17	37	59	59	92	10	6	24	41	93	40	85	22	19	50	79	91	35	25	-0.011354
ZS	2023-02-24T00:00:00	31	20	49	92	4	25	21	39	58	58	98	10	6	17	45	93	40	85	23	20	41	83	92	36	22	-0.011107
ZS	2023-03-03T00:00:00	31	20	49	92	12	19	8	87	60	60	91	11	5	26	44	22	40	85	28	11	65	59	93	29	37	-0.088936
ZS	2023-03-10T00:00:00	33	21	48	81	4	17	5	86	61	61	94	11	5	16	71	22	39	88	25	7	61	62	94	28	35	-0.115649
ZS	2023-03-17T00:00:00	33	21	48	80	10	20	46	65	58	58	91	11	5	23	49	22	38	88	25	24	66	61	95	25	38	0.000379
ZS	2023-03-24T00:00:00	34	21	48	80	15	24	71	24	60	60	88	11	5	28	45	93	38	88	25	48	59	66	95	29	39	0.061048
ZS	2023-03-31T00:00:00	34	21	48	80	5	26	75	24	57	57	93	11	5	21	39	93	36	87	25	52	58	67	95	31	39	0.043777
ZS	2023-04-07T00:00:00	34	22	48	80	3	30	80	88	60	60	95	11	5	15	37	93	36	88	25	57	61	70	90	38	43	-0.112043
ZS	2023-04-14T00:00:00	34	22	48	80	3	28	80	74	58	58	95	11	5	13	30	93	36	88	24	55	60	71	90	39	44	0.016484
ZS	2023-04-21T00:00:00	34	22	48	80	8	31	76	83	58	58	90	11	5	19	41	93	36	88	24	51	66	78	89	39	45	-0.035467
ZS	2023-04-28T00:00:00	34	23	49	81	5	20	22	93	61	61	92	12	5	15	56	93	36	89	24	19	64	70	82	45	48	-0.114148
ZS	2023-05-05T00:00:00	34	23	49	83	20	19	15	82	59	59	84	12	5	28	52	94	36	89	24	15	64	69	81	45	48	-0.007103
ZS	2023-05-12T00:00:00	34	21	47	84	8	22	27	8	74	74	90	10	5	23	34	94	35	87	25	22	57	87	53	38	67	0.278001
ZS	2023-05-19T00:00:00	34	21	48	85	13	27	50	4	73	73	90	10	5	31	33	95	34	86	26	37	58	87	58	49	67	0.095688
ZS	2023-05-26T00:00:00	34	21	48	85	9	28	64	5	72	72	92	10	5	28	22	95	34	86	25	44	62	87	66	48	68	0.042708
ZS	2023-06-02T00:00:00	34	21	48	85	15	21	19	4	72	72	94	9	7	32	13	85	34	86	27	17	59	88	55	46	64	0.090109
ZS	2023-06-09T00:00:00	36	22	46	88	13	23	25	6	71	71	93	9	6	29	9	88	35	86	25	22	51	81	46	54	64	0.059344
ZS	2023-06-16T00:00:00	37	22	46	88	6	21	23	12	69	69	94	9	6	23	7	83	35	86	24	20	48	81	45	52	67	0.021016
ZS	2023-06-23T00:00:00	37	22	46	88	22	16	11	63	70	70	92	9	6	34	10	70	35	86	24	11	41	90	35	72	78	-0.073437
ZS	2023-06-30T00:00:00	37	22	46	88	10	17	14	49	69	69	94	10	6	26	8	70	35	86	25	13	37	89	24	67	89	0.025228
ZS	2023-07-07T00:00:00	37	22	46	88	22	43	84	70	68	68	91	10	6	32	7	70	35	86	25	64	37	89	25	66	90	-0.021326
ZS	2023-07-14T00:00:00	36	22	46	88	3	55	93	52	67	67	96	10	6	15	9	70	35	86	25	79	29	84	11	66	86	0.015714
ZS	2023-07-21T00:00:00	37	22	45	88	20	62	94	41	60	60	91	10	6	28	8	70	35	86	24	84	24	82	5	74	83	0.024617
ZS	2023-07-28T00:00:00	37	22	45	88	5	71	97	18	58	58	95	9	6	16	8	69	35	86	24	89	22	83	5	75	82	0.056909
ZS	2023-08-04T00:00:00	36	22	45	86	4	76	97	70	62	62	96	10	6	16	7	71	35	86	24	90	17	75	4	75	81	-0.071941
ZS	2023-08-11T00:00:00	36	22	45	86	23	77	96	71	58	58	91	10	6	40	8	70	35	86	24	90	20	69	3	83	76	-0.021962
ZS	2023-08-18T00:00:00	36	22	45	86	7	75	78	74	56	56	95	10	6	31	11	68	35	86	24	80	23	67	3	79	77	-0.047149
ZS	2023-08-25T00:00:00	36	22	45	86	5	72	75	20	57	57	96	10	6	27	11	68	35	85	24	77	21	69	2	79	76	0.048088
ZS	2023-09-01T00:00:00	36	22	44	86	4	70	62	6	61	61	96	9	6	27	11	68	35	85	24	71	22	68	2	78	73	0.109414
ZS	2023-09-08T00:00:00	36	22	44	86	13	76	56	6	59	59	93	9	6	36	7	67	35	85	24	70	24	69	2	79	71	0.01509
ZS	2023-09-15T00:00:00	38	23	39	88	7	74	64	34	58	58	80	9	27	25	10	50	36	84	26	73	32	54	3	70	81	-0.029048
ZS	2023-09-22T00:00:00	38	23	39	88	22	81	83	44	58	58	73	9	27	34	9	58	36	84	26	86	30	49	4	68	79	-0.028123
ZS	2023-09-29T00:00:00	38	23	39	88	22	71	47	21	58	58	73	9	28	35	8	58	36	83	26	61	35	60	5	64	78	0.025575
ZS	2023-10-06T00:00:00	38	23	38	88	18	69	43	4	57	57	72	9	28	33	10	58	36	83	26	56	43	64	5	58	79	0.051417
ZS	2023-10-13T00:00:00	38	22	38	88	16	58	41	6	54	54	70	8	28	31	11	58	36	83	26	48	45	62	13	60	78	0.030136
ZS	2023-10-20T00:00:00	38	22	38	88	22	76	67	34	55	55	64	9	28	34	9	58	36	83	26	75	44	63	12	55	81	-0.037562
ZS	2023-10-27T00:00:00	38	23	38	88	4	86	94	57	55	55	80	9	28	21	20	59	36	83	26	92	44	62	13	57	80	-0.048215
ZS	2023-11-03T00:00:00	38	23	38	88	5	88	94	43	50	50	78	8	27	22	24	60	36	83	25	94	45	61	15	58	80	0.064779
ZS	2023-11-10T00:00:00	38	23	38	88	14	87	87	7	47	47	71	8	25	36	11	60	35	83	26	91	42	48	11	71	59	0.064915
ZS	2023-11-17T00:00:00	38	23	38	87	3	86	70	10	48	48	81	8	25	26	10	59	35	83	26	81	44	49	9	57	71	0.071012
ZS	2023-11-24T00:00:00	38	23	39	87	11	88	85	10	46	46	75	8	24	34	13	58	35	83	26	90	40	47	9	62	71	0.029978
ZS	2023-12-01T00:00:00	38	23	38	88	20	91	96	24	44	44	71	8	25	38	21	58	35	83	26	96	44	44	10	54	68	0.025584
ZS	2023-12-08T00:00:00	38	23	36	98	8	94	97	30	43	43	58	8	19	27	32	57	34	84	31	97	42	45	10	58	67	0.003888
ZS	2023-12-15T00:00:00	38	23	35	98	23	94	90	9	48	48	46	7	19	34	19	57	34	83	31	95	37	31	16	44	56	0.11499
ZS	2023-12-22T00:00:00	38	23	35	98	11	94	66	30	48	48	55	8	19	29	23	57	34	83	31	82	36	38	14	48	63	0.00009
ZS	2023-12-29T00:00:00	38	23	36	98	7	92	75	32	47	47	60	8	19	25	41	82	34	83	31	88	39	38	15	48	60	-0.000541
ZS	2024-01-05T00:00:00	38	24	35	98	23	96	96	76	48	48	49	8	19	33	65	82	34	83	32	97	37	51	20	15	62	-0.053033
ZS	2024-01-12T00:00:00	38	24	35	98	14	97	96	8	52	52	56	7	19	26	37	82	34	83	32	98	41	51	27	22	67	0.0999
ZS	2024-01-19T00:00:00	38	24	35	98	21	97	95	12	52	52	56	7	19	28	24	82	34	83	32	98	38	12	52	31	22	0.002253
ZS	2024-01-26T00:00:00	38	23	35	98	23	96	91	17	51	51	56	7	19	29	20	82	34	83	32	96	35	6	51	21	27	0.023953
ZS	2024-02-02T00:00:00	38	23	35	98	9	96	85	13	49	49	58	7	19	21	21	82	34	82	32	94	31	4	40	19	19	0.030275
ZS	2024-02-09T00:00:00	37	23	35	98	10	98	95	12	48	48	59	7	19	25	27	82	35	82	32	98	32	2	56	26	24	0.044795
ZS	2024-02-16T00:00:00	38	23	35	98	17	97	85	33	47	47	27	7	19	30	32	81	34	83	32	94	30	3	57	19	23	-0.008551
ZS	2024-02-23T00:00:00	38	24	35	98	13	97	83	80	51	51	31	7	18	29	42	80	34	83	32	94	39	3	62	27	20	-0.069318
ZS	2024-03-01T00:00:00	38	24	35	98	20	96	56	94	53	53	23	8	23	34	80	80	34	84	31	81	41	10	72	21	32	-0.068019
ZS	2024-03-08T00:00:00	39	25	32	84	20	98	94	96	55	55	53	8	17	30	96	69	34	86	29	98	41	18	82	34	25	-0.093692
ZS	2024-03-15T00:00:00	40	25	32	84	4	97	94	88	53	53	65	8	17	19	96	69	35	86	28	97	42	17	75	35	26	-0.023454
ZS	2024-03-22T00:00:00	39	25	32	84	15	97	89	82	50	50	55	8	17	28	94	86	35	86	28	95	41	14	75	33	27	0.004742
ZS	2024-03-29T00:00:00	40	25	32	83	26	98	92	86	49	49	48	9	17	34	95	87	34	86	27	97	41	17	78	33	25	-0.0119
ZS	2024-04-05T00:00:00	40	25	32	83	8	98	92	86	48	48	61	9	16	24	98	87	34	87	27	97	42	12	82	26	29	-0.048227
ZS	2024-04-12T00:00:00	40	25	32	84	9	95	85	64	45	45	60	9	16	22	99	87	34	87	27	93	58	21	84	25	35	-0.010527
ZS	2024-04-19T00:00:00	40	25	31	83	4	91	43	80	44	44	60	9	16	15	99	87	34	87	28	70	47	16	79	23	22	-0.067251
ZSANQ	2015-02-06T00:00:00	26	73	26	4	2	11	23	73	91	91	56	76	44	2	41	45	97	82	60.5	15	60	56	57	39	68	-0.008115
ZSANQ	2015-02-13T00:00:00	27	73	26	4	2	11	23	73	91	91	55	76	44	2	41	45	97	83	60.5	15	60	56	57	39	68	0
ZSANQ	2015-02-20T00:00:00	27	73	25	4	2	11	23	47	2	2	54	76	44	2	41	45	97	83	60.5	15	60	56	57	39	68	0.008182
ZSANQ	2015-02-27T00:00:00	27	72	26	4	2	11	23	95	46	46	48	76	44	3	41	45	96	83	60.5	14	60	56	57	39	68	-0.064022
ZSANQ	2015-03-06T00:00:00	28	73	25	4	2	11	23	23	58	58	38	76	44	4	41	45	96	82	60.5	14	60	56	57	39	68	0.050096
ZSANQ	2015-03-13T00:00:00	28	73	25	4	2	11	23	23	49	49	1	76	44	3	41	45	96	82	60.5	14	60	56	57	39	68	0.014679
ZSANQ	2015-03-20T00:00:00	28	73	25	4	2	11	23	94	67	67	39	77	44	4	41	45	96	83	60.5	14	60	56	57	39	68	-0.098553
ZSANQ	2015-03-27T00:00:00	27	72	27	6	2	11	23	99	70	70	7	78	44	36	41	45	99	82	60.5	14	60	56	57	39	68	-0.096289
ZSANQ	2015-04-03T00:00:00	28	73	26	6	2	41	31	30	86	86	33	77	44	11	41	45	99	81	60.5	31	60	56	57	39	68	0.146504
ZSANQ	2015-04-10T00:00:00	28	73	26	6	2	36	27	12	83	83	12	76	44	33	41	45	99	81	60.5	26	60	56	57	39	68	0.03485

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