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 ⌀
ZXAIY	2021-05-28T00:00:00	12	95	42	20	61	37	14	98	98	98	36	76	96	75	95	24	82	73	65	22	92	66	65	1	55	-0.25
ZXAIY	2021-06-04T00:00:00	12	95	43	20	61	43	19	74	97	97	44	76	96	67	63	24	82	73	67	28	87	59	69	1	35	0.1
ZXAIY	2021-06-11T00:00:00	12	95	43	20	60	45	49	99	96	96	49	77	96	63	66	24	82	73	65	46	87	63	71	2	35	-0.060606
ZXAIY	2021-06-18T00:00:00	12	95	43	20	61	85	96	18	96	96	47	76	96	64	38	23	82	73	67	94	89	59	77	2	34	0.064516
ZXAIY	2021-06-25T00:00:00	12	96	43	20	61	84	89	100	97	97	39	77	96	73	82	23	82	73	65	90	88	53	77	1	29	-0.181818
ZXAIY	2021-07-02T00:00:00	11	96	44	20	61	52	22	14	97	97	23	77	96	87	32	23	82	73	67	35	87	48	79	1	19	0.277778
ZXAIY	2021-07-09T00:00:00	11	95	44	20	61	65	31	7	97	97	43	76	96	68	26	20	82	73	67	47	81	41	72	1	15	0.014493
ZXAIY	2021-07-16T00:00:00	12	95	43	21	22	86	97	1	97	97	30	76	96	82	27	20	82	73	69	94	83	55	85	1	14	0.171429
ZXAIY	2021-07-23T00:00:00	12	95	44	21	23	26	6	8	97	97	31	76	96	80	62	21	82	73	69	12	83	54	82	1	10	0
ZXAIY	2021-07-30T00:00:00	11	95	44	21	22	42	8	87	98	98	34	76	96	75	65	21	82	73	68	20	85	51	81	1	9	-0.195122
ZXAIY	2021-08-06T00:00:00	11	96	43	20	22	23	3	99	98	98	30	77	96	81	54	22	83	72	64	8	88	44	88	2	7	-0.333333
ZXAIY	2021-08-13T00:00:00	12	96	43	20	23	43	53	1	100	100	87	76	96	81	20	20	83	72	68	49	83	95	90	4	7	1.5
ZXAIY	2021-08-20T00:00:00	12	96	42	20	23	11	2	10	100	100	85	75	97	83	65	18	83	72	68	4	84	96	93	6	7	-0.090909
ZXAIY	2021-08-27T00:00:00	12	96	43	20	22	62	77	1	100	100	89	75	97	78	29	19	83	72	68	74	81	95	92	10	6	0.26
ZXAIY	2021-09-03T00:00:00	7	96	45	28	22	69	83	5	100	100	95	77	97	67	5	35	87	72	79	81	85	96	92	11	6	0.031746
ZXAIY	2021-09-10T00:00:00	7	96	45	28	22	94	99	72	100	100	84	77	97	83	31	32	87	72	79	98	79	96	99	11	6	-0.153846
ZXAIY	2021-09-17T00:00:00	7	97	45	28	22	95	99	2	100	100	81	76	97	85	7	32	87	72	79	98	75	96	99	11	3	0.272727
ZXAIY	2021-09-24T00:00:00	7	96	45	28	22	51	25	93	100	100	92	77	97	74	32	31	86	72	78	35	74	95	100	10	2	-0.214286
ZXAIY	2021-10-01T00:00:00	7	96	44	28	22	7	3	65	100	100	83	76	97	84	39	31	86	72	78	4	74	92	100	10	1	0
ZXAIY	2021-10-08T00:00:00	7	96	45	28	23	100	100	95	100	100	86	76	97	84	36	32	86	72	77	100	65	90	99	8	2	-0.072727
ZXAIY	2021-10-15T00:00:00	7	96	45	28	23	98	100	87	100	100	88	76	97	83	47	32	86	71	76	100	39	80	96	16	2	0
ZXAIY	2021-10-22T00:00:00	7	96	45	28	23	99	100	1	100	100	92	75	97	62	8	32	86	71	80	100	41	76	97	25	1	0.647059
ZXAIY	2021-10-29T00:00:00	7	95	44	28	22	99	100	3	100	100	73	74	97	75	1	32	86	71	79	100	41	73	97	33	1	0.071429
ZXAIY	2021-11-05T00:00:00	7	95	44	29	23	94	75	14	100	100	73	74	97	73	1	33	86	72	80	88	36	75	93	33	1	0
ZXAIY	2021-11-12T00:00:00	7	94	45	29	23	99	100	22	100	100	64	74	96	79	19	33	86	72	79	100	29	77	96	38	2	0
ZXAIY	2021-11-19T00:00:00	7	92	45	30	23	95	41	11	100	100	78	74	96	62	15	36	87	72	82	73	37	86	93	33	2	0.022222
ZXAIY	2021-11-26T00:00:00	7	91	45	30	23	96	51	25	99	99	78	73	96	62	19	36	87	72	82	78	47	83	89	35	2	-0.021739
ZXAIY	2021-12-03T00:00:00	7	91	46	22	24	91	25	33	99	99	93	72	97	67	19	32	87	72	55	59	63	90	85	29	3	-0.011111
ZXAIY	2021-12-10T00:00:00	7	92	46	22	24	95	21	85	99	99	87	73	97	77	36	32	87	72	54	59	69	84	68	30	4	-0.05618
ZXAIY	2021-12-17T00:00:00	7	92	46	22	24	100	100	2	99	99	90	72	97	72	22	33	87	72	55	100	65	85	71	26	6	0.154762
ZXAIY	2021-12-24T00:00:00	7	92	46	23	24	100	100	60	99	99	83	72	97	83	37	33	87	72	55	100	64	87	68	23	5	-0.061856
ZXAIY	2021-12-31T00:00:00	7	92	46	23	23	100	99	8	90	90	86	72	97	80	43	33	87	72	55	100	61	90	69	24	2	0.043956
ZXAIY	2022-01-07T00:00:00	7	91	46	23	24	100	97	13	89	89	93	71	97	62	8	33	87	72	55	99	59	89	70	25	2	0.042105
ZXAIY	2022-01-14T00:00:00	7	91	46	23	24	99	97	13	89	89	90	71	97	65	20	33	87	72	55	99	61	85	70	26	2	0.010101
ZXAIY	2022-01-21T00:00:00	7	91	46	23	24	99	95	3	88	88	89	70	97	75	20	33	87	72	55	98	68	88	80	23	1	0
ZXAIY	2022-01-28T00:00:00	7	92	46	23	24	100	94	6	87	87	88	70	97	81	30	33	87	72	55	99	70	90	80	26	2	0.02
ZXAIY	2022-02-04T00:00:00	7	91	46	23	24	99	49	14	84	84	98	70	97	66	48	33	86	72	55	79	64	82	83	26	2	0.009804
ZY	2021-04-30T00:00:00	33	69	8	5	12	2	11.5	50	89	89	81	28	50	86	5	50	65	76	50	5	78	56	25	45	53	0.162989
ZY	2021-05-07T00:00:00	33	69	8	5	12	2	11.5	85	89	89	83	29	50	84	5	50	65	77	50	5	78	56	25	45	53	-0.077835
ZY	2021-05-14T00:00:00	32	67	9	5	12	2	11.5	100	83	83	84	33	50	83	5	50	66	79	50	5	78	56	25	45	53	-0.253682
ZY	2021-05-21T00:00:00	32	68	9	5	12	2	11.5	80	94	94	87	32	50	83	5	50	67	79	50	5	78	56	25	45	53	0.098997
ZY	2021-05-28T00:00:00	30	67	15	3	12	2	11.5	99	89	89	51	33	50	81	5	50	16	84	50	5	78	56	25	45	53	-0.076967
ZY	2021-06-04T00:00:00	30	68	16	3	12	2	11.5	18	89	89	51	32	50	81	5	50	17	83	50	5	78	56	25	45	53	0.080605
ZY	2021-06-11T00:00:00	31	69	15	3	12	2	11.5	13	95	95	51	28	50	81	5	50	17	81	50	5	78	56	25	45	53	0.259217
ZY	2021-06-18T00:00:00	31	69	15	3	12	2	11.5	8	93	93	52	28	50	81	5	50	17	81	50	5	78	56	25	45	53	0.008398
ZY	2021-06-25T00:00:00	30	68	16	3	12	46	55	58	92	92	52	29	50	82	5	50	17	82	50	51	78	56	25	45	53	-0.073824
ZY	2021-07-02T00:00:00	30	68	15	3	12	24	23	66	89	89	50	29	50	81	5	50	17	82	50	21	78	56	25	45	53	-0.003645
ZY	2021-07-09T00:00:00	29	67	15	3	12	9	3	89	91	91	50	31	50	82	5	50	17	83	50	4	78	56	25	45	53	-0.108049
ZY	2021-07-16T00:00:00	29	68	16	3	12	14	11	63	89	89	53	31	50	82	5	50	17	83	50	10	78	56	25	45	53	-0.016954
ZY	2021-07-23T00:00:00	29	68	16	3	12	9	2	18	88	88	18	29	50	83	5	50	17	82	50	3	78	56	25	45	53	0.10904
ZY	2021-07-30T00:00:00	28	67	16	3	12	16	28	91	89	89	23	31	50	83	5	50	17	83	50	17	78	56	25	45	53	-0.127414
ZY	2021-08-06T00:00:00	22	59	19	3	12	91	83	100	99	99	25	47	50	82	5	50	17	91	50	90	78	56	25	45	53	-0.645588
ZY	2021-08-13T00:00:00	23	60	20	3	12	93	93	100	99	99	5	49	50	82	5	50	16	92	50	95	78	56	25	45	53	-0.18897
ZY	2021-08-20T00:00:00	6	34	19	8	12	66	73	85	99	99	51	45	50	17	5	50	5	88	50	74	78	56	25	45	53	0.087
ZY	2021-08-27T00:00:00	6	32	18	9	12	64	65	32	99	99	50	43	50	15	5	50	5	88	50	69	78	56	25	45	53	0.229991
ZY	2021-09-03T00:00:00	6	32	18	8	12	11	20	23	99	99	48	43	50	38	5	50	5	88	50	12	78	56	25	45	53	0.049738
ZY	2021-09-10T00:00:00	6	33	18	8	12	18	34	77	99	99	48	44	50	19	5	50	5	88	50	23	78	56	25	45	53	-0.089419
ZY	2021-09-17T00:00:00	6	31	18	8	12	75	81	8	99	99	48	42	50	20	5	50	5	88	50	82	78	56	25	45	53	0.08529
ZY	2021-09-24T00:00:00	6	31	18	8	12	15	11	61	98	98	49	43	50	5	5	50	5	88	50	11	78	56	25	45	53	-0.033886
ZY	2021-10-01T00:00:00	6	30	17	8	12	1	1	7	98	98	73	42	50	26	5	50	5	87	50	1	78	56	25	45	53	0.058955
ZY	2021-10-08T00:00:00	6	34	19	8	12	1	1	98	98	98	63	45	50	52	5	50	5	89	50	1	78	56	25	45	53	-0.218464
ZY	2021-10-15T00:00:00	6	32	18	8	12	1	1	37	97	97	78	43	50	3	5	50	5	88	50	1	78	56	25	45	53	0.158702
ZY	2021-10-22T00:00:00	5	35	19	8	12	1	1	99	97	97	68	46	50	44	5	50	5	89	50	1	78	56	25	45	53	-0.18677
ZY	2021-10-29T00:00:00	5	35	18	9	12	1	14	85	96	96	88	46	50	43	5	50	5	89	50	6	78	56	25	45	53	0.014354
ZY	2021-11-05T00:00:00	5	35	18	8	12	1	11	77	95	95	86	46	50	55	5	50	5	89	50	4	78	56	25	45	53	0.041509
ZY	2021-11-12T00:00:00	5	36	19	8	12	1	38	92	94	94	93	47	50	44	5	50	4	90	50	16	78	56	25	45	53	-0.070652
ZY	2021-11-19T00:00:00	4	32	22	9	12	2	27	97	94	94	97	49	50	30	5	50	50	89	50	12	78	56	25	45	53	-0.164717
ZY	2021-11-26T00:00:00	5	31	22	9	12	2	60	66	94	94	90	47	50	63	5	50	50	88	50	28	78	56	25	45	53	0.056009
ZY	2021-12-03T00:00:00	4	33	22	9	12	1	4	90	93	93	92	49	50	54	5	50	50	89	50	2	78	56	25	45	53	-0.158011
ZY	2021-12-10T00:00:00	4	31	22	9	12	2	31	61	93	93	94	48	50	47	5	50	50	88	50	14	78	56	25	45	53	0.069554
ZY	2021-12-17T00:00:00	4	35	22	9	12	1	2	93	91	91	90	49	50	66	5	50	51	89	50	1	78	56	25	45	53	-0.121472
ZY	2021-12-24T00:00:00	4	33	22	9	12	1	3	57	89	89	95	49	50	42	5	50	50	89	50	1	78	56	25	45	53	0.062849
ZY	2021-12-31T00:00:00	4	36	23	9	4	2	7	94	88	88	89	50	50	14	5	50	50	89	50	3	89	42	69	23	29	-0.120894
ZY	2022-01-07T00:00:00	4	37	23	9	2	1	4	98	88	88	100	52	50	3	5	50	50	89	50	2	91	52	68	21	36	-0.149477
ZY	2022-01-14T00:00:00	4	38	23	9	13	1	4	91	87	87	89	52	50	9	5	50	50	89	50	2	92	51	67	20	36	-0.035149
ZY	2022-01-21T00:00:00	4	40	24	9	5	2	15	88	85	85	97	52	50	4	5	50	50	89	50	7	94	55	62	20	33	-0.114754
ZY	2022-01-28T00:00:00	4	40	24	9	9	2	10	76	82	82	92	52	50	8	5	50	50	89	50	5	95	60	62	25	37	-0.018519
ZY	2022-02-04T00:00:00	4	42	24	9	22	2	15	96	75	75	81	53	50	14	5	50	50	90	50	7	94	55	66	26	42	-0.071279
ZY	2022-02-11T00:00:00	4	43	25	9	5	2	8	96	73	73	96	55	50	6	5	50	50	90	50	4	94	60	78	26	41	-0.083521
ZY	2022-02-18T00:00:00	4	46	25	9	18	3	15	90	68	68	85	55	50	13	5	50	50	90	50	7	95	75	78	33	30	-0.03202
ZY	2022-02-25T00:00:00	4	42	25	9	4	2	8	77	69	69	99	55	50	5	5	50	50	90	50	4	95	84	78	40	32	0.007634
ZY	2022-03-04T00:00:00	4	47	26	9	17	1	3	96	71	71	89	57	50	13	5	50	50	90	50	1	90	77	62	39	36	-0.184343
ZY	2022-03-11T00:00:00	4	46	26	9	10	2	5	89	68	68	94	58	50	9	5	50	50	90	50	3	91	82	60	46	37	-0.03096
ZY	2022-03-18T00:00:00	4	48	26	9	25	2	8	61	71	71	87	57	50	17	5	50	50	90	50	4	88	83	57	45	36	0.095847
ZY	2022-03-25T00:00:00	4	48	27	9	21	3	14	96	70	70	89	58	50	16	5	50	50	90	50	7	90	85	60	41	37	-0.107872
ZY	2022-04-01T00:00:00	5	48	19	8	24	2	6	96	69	69	90	60	50	18	5	50	45	90	50	3	88	80	58	42	33	-0.055556
ZY	2022-04-08T00:00:00	4	49	20	8	5	2	5	99	71	71	98	63	50	18	5	50	45	90	50	3	86	78	57	42	33	-0.16436
ZY	2022-04-15T00:00:00	4	55	23	8	13	2	8	100	81	81	95	66	50	16	5	50	45	91	50	4	71	67	22	29	48	-0.271222
ZY	2022-04-22T00:00:00	4	54	22	8	18	3	11	86	81	81	91	66	50	82	22	50	45	90	50	6	66	66	20	31	53	0.011364
ZY	2022-04-29T00:00:00	4	54	22	8	5	2	5	90	79	79	99	66	50	82	25	50	45	91	50	3	69	55	27	40	46	-0.05618
ZY	2022-05-06T00:00:00	4	54	22	8	16	2	8	75	77	77	95	65	50	81	20	50	45	91	50	4	74	58	20	25	48	-0.035714
ZY	2022-05-13T00:00:00	6	52	45	16	10	3	12	53	74	74	82	63	50	15	21	50	51	86	50	6	77	63	19	19	48	0.012346
ZY	2022-05-20T00:00:00	5	56	45	16	7	2	5	96	78	78	86	66	50	15	26	50	51	87	50	3	78	59	25	32	49	-0.22561
ZY	2022-05-27T00:00:00	5	56	46	16	7	1	4	80	80	80	87	65	50	14	34	50	51	86	50	2	79	62	29	40	57	0.086614
ZY	2022-06-03T00:00:00	6	55	45	16	33	1	2	26	83	83	54	64	50	28	22	50	51	86	50	1	75	61	20	49	66	0.123188
ZY	2022-06-10T00:00:00	5	54	45	16	23	1	1	20	81	81	63	64	50	25	15	50	51	86	50	1	74	56	17	48	57	-0.025806
ZY	2022-06-17T00:00:00	6	54	45	16	8	1	2	41	79	79	84	64	50	16	12	50	51	86	50	1	75	53	18	53	71	-0.05298
ZY	2022-06-24T00:00:00	6	55	45	16	34	1	3	36	77	77	52	64	50	30	14	50	51	86	50	1	78	76	21	48	70	0.048951
ZY	2022-07-01T00:00:00	5	57	46	16	19	1	7	91	81	81	68	66	50	24	15	50	51	87	50	3	77	57	18	73	52	-0.2
ZY	2022-07-08T00:00:00	6	51	45	16	5	3	23	3	91	91	90	63	50	13	9	50	51	86	50	12	81	65	12	73	68	0.416667

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