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 ⌀
ZJYL	2024-03-29T00:00:00	66	1	3	77	31	100	100	80	99	99	59.5	55	50	31	95	50	39	71	50	100	60	15	92	7	43	0.250814
ZJYL	2024-04-05T00:00:00	66	1	3	77	11	100	35	98	98	98	59.5	58	50	29	49	50	39	71	50	71	57	16	92	8	43	-0.192708
ZJYL	2024-04-12T00:00:00	66	1	3	77	20	100	88	70	97	97	59.5	57	50	29	54	50	39	71	50	96	57	14	91	9	42	0
ZJYL	2024-04-19T00:00:00	65	1	3	77	27	99	35	15	97	97	59.5	54	50	29	49	50	39	71	50	70	59	18	91	9	44	0.248387
ZKH	2023-12-22T00:00:00	37	89	20	43	34	17.5	9.5	77	66.5	66.5	66	31	50	1	50	50	63	83	50	12	52	81	86	80	7	0.003871
ZKH	2023-12-29T00:00:00	37	89	20	43	34	17.5	9.5	18	66.5	66.5	86	31	50	1	50	50	63	82	50	12	52	81	86	80	7	0.048201
ZKH	2024-01-05T00:00:00	37	89	20	43	34	17.5	9.5	73	53	53	82	31	50	1	50	50	63	82	50	12	52	81	86	80	7	-0.044758
ZKH	2024-01-12T00:00:00	37	88	19	43	34	17.5	9.5	11	46	46	76	30	50	1	50	50	63	82	50	12	52	81	86	80	7	0.052632
ZKH	2024-01-19T00:00:00	37	88	19	43	34	17.5	9.5	49	39	39	74	30	50	1	50	50	63	82	50	11	52	81	86	80	7	-0.018293
ZKH	2024-01-26T00:00:00	38	88	19	43	34	17.5	9.5	9	41	41	71	30	50	1	50	50	63	82	50	11	52	81	86	80	7	0.065217
ZKH	2024-02-02T00:00:00	38	87	19	43	34	17.5	9.5	8	34	34	71	29	50	1	50	50	63	82	50	11	52	81	86	80	7	0.041399
ZKH	2024-02-09T00:00:00	37	88	19	43	34	17.5	9.5	60	42	42	72	30	50	1	50	50	64	82	50	12	52	81	86	80	7	-0.048992
ZKH	2024-02-16T00:00:00	38	87	18	43	34	33	23	8	55	55	67	28	50	1	50	50	63	82	50	23	52	81	86	80	7	0.127465
ZKH	2024-02-23T00:00:00	38	87	18	43	34	46	53	18	52	52	70	28	50	1	50	50	63	82	50	49	52	81	86	80	7	-0.001044
ZKH	2024-03-01T00:00:00	38	87	18	43	34	32	26	18	50	50	58	28	50	1	50	50	63	82	50	24	52	81	86	80	7	0.02666
ZKH	2024-03-08T00:00:00	38	88	19	43	34	56	84	85	58	58	77	30	50	1	50	50	63	83	50	74	52	81	86	80	7	-0.10336
ZKH	2024-03-15T00:00:00	39	87	18	43	34	45	67	34	56	56	80	29	50	1	50	50	63	82	50	56	52	81	86	80	7	0.055082
ZKH	2024-03-22T00:00:00	51	47	74	36	34	70	91	24	54	54	87	28	50	31	50	50	63	53	50	85	52	81	86	80	7	0.036598
ZKH	2024-03-29T00:00:00	52	54	75	36	34	83	93	96	66	66	88	31	50	36	50	50	63	54	50	91	52	81	86	80	7	-0.167186
ZKH	2024-04-05T00:00:00	52	53	75	36	34	59	57	81	63	63	77	30	50	23	50	50	63	54	50	61	52	81	86	80	7	0.007481
ZKH	2024-04-12T00:00:00	53	54	75	36	34	87	93	94	64	64	78	31	50	14	50	50	63	54	50	93	52	81	86	80	7	-0.085396
ZKH	2024-04-19T00:00:00	54	60	76	36	34	85	91	96	69	69	78	33	50	23	50	50	63	55	50	91	52	81	86	80	7	-0.177267
ZKIN	2017-09-08T00:00:00	95	12	87	28	17	22	29	51	81	81	37	78	46	3	31	72	91	53	29.5	21	54	36	62	35	63	-0.015385
ZKIN	2017-09-15T00:00:00	96	13	87	28	17	22	29	90	81	81	35	79	46	28	31	72	91	54	29.5	21	54	36	62	35	63	-0.020433
ZKIN	2017-09-22T00:00:00	96	12	87	28	17	22	29	38	33	33	47	79	46	37	31	72	91	54	29.5	21	54	36	62	35	63	0.02454
ZKIN	2017-09-29T00:00:00	95	11	87	28	17	22	29	29	31	31	77	78	46	8	31	72	91	53	29.5	22	54	36	62	35	63	0.039521
ZKIN	2017-10-06T00:00:00	95	12	87	28	17	22	29	43	23	23	67	78	46	15	31	72	91	53	29.5	23	54	36	62	35	63	0.001152
ZKIN	2017-10-13T00:00:00	94	8	87	28	17	22	29	2	72	72	62	78	46	13	31	72	91	53	29.5	23	54	36	62	35	63	0.135788
ZKIN	2017-10-20T00:00:00	96	14	88	28	17	22	29	94	90	90	65	79	46	2	31	72	91	53	29.5	23	54	36	62	35	63	-0.16616
ZKIN	2017-10-27T00:00:00	97	21	89	28	17	22	29	99	92	92	54	81	46	41	31	72	91	54	29.5	22	54	36	62	35	63	-0.168894
ZKIN	2017-11-03T00:00:00	96	18	88	28	17	48	49	76	91	91	57	80	46	25	31	72	91	54	29.5	48	54	36	62	35	63	0.073099
ZKIN	2017-11-10T00:00:00	96	16	88	28	17	31	16	60	88	88	79	80	46	2	31	72	91	54	29.5	18	54	36	62	35	63	0.009537
ZKIN	2017-11-17T00:00:00	96	16	88	28	17	42	50	22	87	87	50	80	46	29	31	72	91	54	29.5	46	54	36	62	35	63	0.035088
ZKIN	2017-11-24T00:00:00	96	17	88	27	17	57	68	51	86	86	35	80	46	50	31	72	91	54	29.5	66	54	36	62	35	63	0
ZKIN	2017-12-01T00:00:00	96	16	88	28	17	48	55	31	83	83	65	80	46	19	31	72	91	54	29.5	53	54	36	62	35	63	0.028683
ZKIN	2017-12-08T00:00:00	96	14	87	27	17	91	99	8	81	81	34	80	46	51	31	72	91	53	29.5	97	54	36	62	35	63	0.035995
ZKIN	2017-12-15T00:00:00	96	14	88	28	17	17	9	28	79	79	64	80	46	20	31	72	91	53	29.5	11	54	36	62	35	63	-0.006606
ZKIN	2017-12-22T00:00:00	95	13	87	28	17	7	3	6	78	78	2	79	46	49	31	72	91	53	29.5	4	54	36	62	35	63	0.076355
ZKIN	2017-12-29T00:00:00	94	9	87	28	17	13	9	3	79	79	8	78	46	33	31	72	91	53	29.5	9	54	36	62	35	63	0.121281
ZKIN	2018-01-05T00:00:00	93	7	86	28	17	16	16	2	77	77	23	77	46	15	31	72	91	53	29.5	13	54	36	62	35	63	0.165306
ZKIN	2018-01-12T00:00:00	94	8	86	28	17	23	44	39	81	81	41	78	46	7	31	72	91	53	29.5	30	54	36	62	35	63	-0.070928
ZKIN	2018-01-19T00:00:00	94	9	87	28	17	22	36	73	82	82	30	78	46	14	31	72	91	53	29.5	26	54	36	62	35	63	-0.047125
ZKIN	2018-01-26T00:00:00	95	10	87	28	17	31	57	77	81	81	13	78	46	30	31	72	91	53	29.5	42	54	36	62	35	63	-0.01088
ZKIN	2018-02-02T00:00:00	94	26	75	35	17	61	89	95	86	86	30	79	46	55	31	72	82	79	29.5	79	54	36	62	35	63	-0.16
ZKIN	2018-02-09T00:00:00	93	24	75	35	17	52	81	85	85	85	47	79	46	56	31	72	82	79	29.5	70	54	36	62	35	63	-0.029762
ZKIN	2018-02-16T00:00:00	94	31	76	35	17	82	89	98	83	83	7	80	46	56	31	72	82	79	29.5	89	54	36	62	35	63	-0.058896
ZKIN	2018-02-23T00:00:00	93	36	77	35	17	96	97	99	84	84	7	81	46	57	31	72	81	80	29.5	98	54	36	62	35	63	-0.099087
ZKIN	2018-03-02T00:00:00	90	32	77	34	17	99	99	79	83	83	34	81	46	57	31	72	81	79	29.5	100	54	36	62	35	63	0.028944
ZKIN	2018-03-09T00:00:00	90	33	78	34	17	95	93	86	80	80	21	81	46	58	31	72	81	79	29.5	96	54	36	62	35	63	0.007032
ZKIN	2018-03-16T00:00:00	89	32	78	34	17	87	64	39	72	72	28	81	46	58	31	72	81	79	29.5	79	54	36	62	35	63	0.018156
ZKIN	2018-03-23T00:00:00	88	33	78	34	17	77	49	61	69	69	26	81	46	58	31	72	81	79	29.5	64	54	36	62	35	63	-0.037037
ZKIN	2018-03-30T00:00:00	89	36	78	33	17	17	14	88	67	67	2	81	46	57	31	72	81	79	29.5	12	54	36	62	35	63	-0.04416
ZKIN	2018-04-06T00:00:00	88	34	78	33	17	21	19	59	67	67	47	81	46	57	31	72	82	79	29.5	17	54	36	62	35	63	0.008793
ZKIN	2018-04-13T00:00:00	88	33	78	33	17	9	10	30	62	62	17	81	46	57	31	72	81	78	29.5	7	54	36	62	35	63	0.04299
ZKIN	2018-04-20T00:00:00	89	36	79	33	17	5	4	77	63	63	7	81	46	58	31	72	82	79	29.5	3	54	36	62	35	63	-0.035411
ZKIN	2018-04-27T00:00:00	89	36	78	34	17	7	7	57	60	60	2	81	46	57	31	72	82	79	29.5	5	54	36	62	35	63	0.00514
ZKIN	2018-05-04T00:00:00	91	35	77	37	17	7	7	73	49	49	23	81	46	56	31	72	82	79	29.5	5	54	36	62	35	63	-0.009496
ZKIN	2018-05-11T00:00:00	94	36	77	41	61	10	20	81	45	45	30	82	46	24	31	72	82	80	29.5	12	76	51	83	22	75	-0.019174
ZKIN	2018-05-18T00:00:00	94	37	77	41	20	11	23	77	44	44	15	82	46	25	31	72	83	80	29.5	13	76	52	85	22	75	-0.001353
ZKIN	2018-05-25T00:00:00	94	37	77	41	35	9	11	64	42	42	8	82	46	25	31	72	83	80	29.5	8	75	46	83	25	71	0.007378
ZKIN	2018-06-01T00:00:00	94	37	77	41	23	11	24	79	42	42	13	82	46	25	31	72	83	80	29.5	14	76	46	84	26	72	-0.016442
ZKIN	2018-06-08T00:00:00	95	41	78	41	32	13	46	97	50	50	8	83	46	25	31	72	83	81	29.5	25	79	46	87	25	67	-0.071429
ZKIN	2018-06-15T00:00:00	94	36	77	42	23	10	18	25	67	67	12	82	46	26	31	72	83	81	29.5	11	78	40	89	26	65	0.10802
ZKIN	2018-06-22T00:00:00	96	48	79	42	44	13	29	99	83	83	4	84	46	26	31	72	83	82	29.5	17	80	24	96	37	44	-0.206795
ZKIN	2018-06-29T00:00:00	97	71	82	42	47	13	24	100	94	94	2	87	46	26	31	72	83	85	29.5	15	72	5	92	50	39	-0.409683
ZKIN	2018-07-06T00:00:00	97	63	81	42	41	11	17	88	95	95	25	86	46	25	31	72	83	84	29.5	11	66	5	94	51	40	0.211356
ZKIN	2018-07-13T00:00:00	97	67	82	42	35	11	18	99	95	95	25	87	46	22	31	72	83	84	29.5	12	69	10	93	58	40	-0.085938
ZKIN	2018-07-20T00:00:00	97	69	82	42	38	13	23	89	95	95	25	87	46	22	31	72	83	84	29.5	15	70	11	93	57	39	-0.05698
ZKIN	2018-07-27T00:00:00	97	64	81	41	42	12	19	29	95	95	25	86	46	22	31	72	83	83	29.5	13	68	8	93	58	46	0.123867
ZKIN	2018-08-03T00:00:00	97	56	80	40	39	7	7	12	96	96	25	85	46	23	31	72	83	82	29.5	5	65	11	95	53	47	0.206989
ZKIN	2018-08-10T00:00:00	97	60	80	38	45	15	57	34	96	96	25	85	46	25	31	72	82	82	29.5	33	65	14	95	57	47	-0.087973
ZKIN	2018-08-17T00:00:00	97	63	81	38	13	4	3	87	95	95	25	86	46	26	31	72	83	83	29.5	3	64	11	97	58	43	-0.106227
ZKIN	2018-08-24T00:00:00	97	63	81	38	42	2	1	55	95	95	25	86	46	26	31	72	82	83	29.5	1	63	9	98	58	43	0.054645
ZKIN	2018-08-31T00:00:00	97	66	81	38	11	3	1	89	95	95	25	87	46	26	88	72	82	83	29.5	2	64	11	98	53	42	-0.081347
ZKIN	2018-09-07T00:00:00	97	67	82	37	40	2	1	87	93	93	25	87	46	26	83	72	82	83	29.5	1	66	11	97	50	47	-0.024253
ZKIN	2018-09-14T00:00:00	97	68	82	37	15	2	2	96	91	91	25	87	46	26	89	72	82	84	29.5	2	69	13	95	38	57	-0.060694
ZKIN	2018-09-21T00:00:00	97	76	78	37	16	4	22	98	90	90	99	89	46	25	85	72	87	85	29.5	11	69	12	92	34	58	-0.08
ZKIN	2018-09-28T00:00:00	97	77	78	37	55	7	59	89	89	89	85	88	46	25	72	72	87	85	29.5	30	69	11	92	34	56	-0.008027
ZKIN	2018-10-05T00:00:00	97	73	78	37	21	6	57	34	87	87	96	88	46	36	66	72	87	84	29.5	29	69	12	93	37	56	0.045179
ZKIN	2018-10-12T00:00:00	97	71	77	37	28	4	13	13	79	79	89	88	46	36	62	72	87	84	29.5	7	77	26	89	34	64	0.016129
ZKIN	2018-10-19T00:00:00	97	72	78	37	46	5	29	44	77	77	73	88	46	37	62	72	87	84	29.5	14	68	22	87	46	61	-0.02381
ZKIN	2018-10-26T00:00:00	97	80	79	37	36	4	16	99	89	89	81	90	46	36	56	72	87	85	29.5	8	49	11	86	69	35	-0.24878
ZKIN	2018-11-02T00:00:00	97	79	79	37	23	4	9	82	88	88	92	89	46	35	63	72	87	85	29.5	5	40	9	84	75	35	0.082251
ZKIN	2018-11-09T00:00:00	97	81	80	36	17	4	5	97	88	88	100	90	46	35	57	72	87	86	29.5	3	41	9	71	78	36	-0.12
ZKIN	2018-11-16T00:00:00	97	86	81	36	29	3	3	99	90	90	92	91	46	36	61	72	87	88	29.5	2	42	5	81	81	41	-0.236364
ZKIN	2018-11-23T00:00:00	97	86	81	36	47	3	4	93	90	90	86	91	46	37	64	72	87	88	29.5	3	43	8	78	77	59	-0.011905
ZKIN	2018-11-30T00:00:00	97	85	82	36	18	4	25	84	90	90	99	91	46	34	49	72	87	88	29.5	11	31	5	80	78	55	0.024096
ZKIN	2018-12-07T00:00:00	97	86	82	36	23	6	68	76	90	90	95	91	46	35	47	72	87	88	29.5	34	38	5	79	65	65	-0.058235
ZKIN	2018-12-14T00:00:00	97	84	81	36	26	6	48	16	90	90	94	90	46	36	31	72	87	87	29.5	24	36	19	67	44	80	0.085572
ZKIN	2018-12-21T00:00:00	97	85	81	36	38	3	4	59	87	87	90	90	46	36	21	72	87	87	29.5	3	35	25	70	36	77	-0.112198
ZKIN	2018-12-28T00:00:00	97	85	82	36	20	4	9	89	85	85	97	91	46	35	9	72	87	88	29.5	5	35	23	54	43	78	-0.079715
ZKIN	2019-01-04T00:00:00	97	85	81	36	36	3	4	17	86	86	84	91	46	35	12	72	87	88	29.5	3	32	20	59	50	67	0.176056
ZKIN	2019-01-11T00:00:00	97	85	81	36	37	2	2	30	85	85	76	91	46	34	12	72	87	88	29.5	2	31	21	58	45	69	0.02994
ZKIN	2019-01-18T00:00:00	97	84	81	36	18	2	2	31	84	84	97	91	46	29	11	72	87	88	29.5	1	31	16	61	45	67	0.012791
ZKIN	2019-01-25T00:00:00	97	86	81	36	39	3	4	88	80	80	70	91	46	33	13	72	87	88	29.5	3	32	16	62	46	69	-0.041332
ZKIN	2019-02-01T00:00:00	96	86	70	30	18	3	6	92	79	79	66	90	46	11	23	72	81	59	29.5	4	32	16	63	41	67	-0.02994
ZKIN	2019-02-08T00:00:00	96	85	71	30	5	5	40	92	79	79	69	90	46	11	24	72	81	60	29.5	21	33	19	63	44	69	-0.055556
ZKIN	2019-02-15T00:00:00	96	88	71	30	5	6	29	99	78	78	66	90	46	11	29	72	81	60	29.5	16	29	20	70	40	79	-0.078431
ZKIN	2019-02-22T00:00:00	96	89	71	30	5	5	14	93	77	77	16	90	46	12	25	72	81	60	29.5	9	29	25	66	39	81	0
ZKIN	2019-03-01T00:00:00	96	89	72	29	7	5	64	84	76	76	9	90	46	12	21	72	81	60	29.5	31	36	33	56	43	84	0

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