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 ⌀
ZTO	2016-12-16T00:00:00	99	2	27	95	42	58	54.5	98	80	80	7	14	19	34	48	54	66	18	14.5	58	43	73	45	37	59	-0.105459
ZTO	2016-12-23T00:00:00	99	2	27	95	42	58	54.5	91	76	76	3	14	19	45	48	54	66	8	14.5	57	43	73	45	37	59	-0.005589
ZTO	2016-12-30T00:00:00	99	2	27	95	42	67	81	95	72	72	23	14	19	10	48	54	66	48	14.5	77	43	73	45	37	59	-0.039786
ZTO	2017-01-06T00:00:00	99	1	27	95	42	36	28	20	80	80	17	13	19	20	48	54	66	34	14.5	30	43	73	45	37	59	0.105258
ZTO	2017-01-13T00:00:00	99	2	27	95	42	65	75	72	77	77	29	14	19	13	48	54	66	42	14.5	72	43	73	45	37	59	-0.037488
ZTO	2017-01-20T00:00:00	99	1	27	95	42	48	42	14	79	79	20	13	19	22	48	54	66	31	14.5	45	43	73	45	37	59	0.059209
ZTO	2017-01-27T00:00:00	99	2	27	95	42	15	5	92	79	79	7	14	19	39	48	54	66	12	14.5	8	43	73	45	37	59	-0.086734
ZTO	2017-02-03T00:00:00	99	2	27	95	42	17	8	87	77	77	35	14	19	10	48	54	66	48	14.5	10	43	73	45	37	59	-0.014535
ZTO	2017-02-10T00:00:00	99	2	27	95	42	11	4	70	74	74	11	14	19	29	48	54	67	21	14.5	6	43	73	45	37	59	0.013925
ZTO	2017-02-17T00:00:00	99	1	27	95	42	11	6	7	81	81	2	13	19	48	48	54	67	4	14.5	7	43	73	45	37	59	0.12893
ZTO	2017-02-24T00:00:00	99	1	27	95	42	11	5	8	78	78	14	13	19	24	48	54	67	28	14.5	7	43	73	45	37	59	0.010004
ZTO	2017-03-03T00:00:00	98	6	25	89	42	17	46	79	79	79	43	11	19	63	48	54	32	16	14.5	26	43	73	45	37	59	-0.079873
ZTO	2017-03-10T00:00:00	98	9	26	89	42	13	17	96	83	83	41	12	19	62	48	54	32	24	14.5	11	43	73	45	37	59	-0.13753
ZTO	2017-03-17T00:00:00	98	6	25	89	42	34	71	34	86	86	39	12	19	63	48	54	32	63	14.5	53	43	73	45	37	59	0.130005
ZTO	2017-03-24T00:00:00	98	7	25	88	42	12	12	26	85	85	38	12	19	63	48	54	32	1	14.5	10	43	73	45	37	59	-0.001502
ZTO	2017-03-31T00:00:00	98	6	25	88	42	12	11	21	83	83	39	11	19	63	48	54	32	5	14.5	9	43	73	45	37	59	0.033097
ZTO	2017-04-07T00:00:00	98	7	25	88	42	13	21	93	83	83	75	12	19	63	48	54	32	51	14.5	13	43	73	45	37	59	-0.085575
ZTO	2017-04-14T00:00:00	98	6	25	88	42	63	78	26	83	83	72	11	19	63	48	54	32	41	14.5	74	43	73	45	37	59	0.055176
ZTO	2017-04-21T00:00:00	98	6	25	88	42	68	84	17	82	82	71	11	19	63	48	54	32	44	14.5	81	43	73	45	37	59	0.030096
ZTO	2017-04-28T00:00:00	98	5	25	95	42	22	22	5	81	81	75	11	19	18	48	54	32	38	14.5	18	43	73	45	37	59	0.070671
ZTO	2017-05-05T00:00:00	98	5	25	96	42	9	6	24	79	79	93	11	19	27	48	54	32	27	14.5	6	43	73	45	37	59	-0.007889
ZTO	2017-05-12T00:00:00	98	4	25	96	42	22	41	7	77	77	100	11	19	6	48	54	33	56	14.5	28	43	73	45	37	59	0.056471
ZTO	2017-05-19T00:00:00	96	5	28	55	42	28	54	51	73	73	92	12	19	84	48	54	38	4	14.5	38	43	73	45	37	59	-0.041087
ZTO	2017-05-26T00:00:00	96	5	28	55	42	38	69	21	69	69	92	12	19	84	48	54	38	12	14.5	54	43	73	45	37	59	0.023546
ZTO	2017-06-02T00:00:00	96	5	28	56	42	15	14	33	68	68	93	12	19	84	48	54	38	20	14.5	12	43	73	45	37	59	0.018153
ZTO	2017-06-09T00:00:00	96	5	28	56	42	33	61	39	66	66	93	12	19	84	48	54	38	14	14.5	45	43	73	45	37	59	-0.00415
ZTO	2017-06-16T00:00:00	96	5	28	56	42	45	78	61	58	58	94	12	19	84	48	54	38	62	14.5	64	43	73	45	37	59	-0.014431
ZTO	2017-06-23T00:00:00	96	5	28	56	42	81	93	63	54	54	94	12	19	84	48	54	38	48	14.5	90	43	73	45	37	59	0.001409
ZTO	2017-06-30T00:00:00	96	5	28	56	42	76	83	86	54	54	94	12	19	85	48	54	38	58	14.5	82	43	73	45	37	59	-0.026507
ZTO	2017-07-07T00:00:00	96	5	28	56	87	91	94	25	52	52	93	12	19	39	48	54	38	34	14.5	95	50	55	29	38	38	0.0351
ZTO	2017-07-14T00:00:00	96	4	28	56	39	80	82	4	65	65	92	11	19	38	48	54	38	32	14.5	84	68	56	28	37	56	0.103127
ZTO	2017-07-21T00:00:00	96	5	28	56	26	80	84	56	69	69	91	12	19	37	48	54	38	45	14.5	85	56	38	61	71	56	-0.056486
ZTO	2017-07-28T00:00:00	96	5	28	55	41	81	79	70	67	67	88	12	19	37	48	54	38	32	14.5	83	50	59	59	66	61	-0.021919
ZTO	2017-08-04T00:00:00	96	5	27	53	35	80	69	69	64	64	72	12	19	39	48	54	38	38	14.5	77	46	47	59	64	60	-0.008156
ZTO	2017-08-11T00:00:00	96	6	28	52	68	74	59	88	68	68	42	12	19	42	48	54	38	3	14.5	70	38	33	49	71	59	-0.091838
ZTO	2017-08-18T00:00:00	96	6	28	52	17	74	53	50	69	69	82	12	19	40	48	54	38	60	14.5	67	38	26	51	72	58	0.036219
ZTO	2017-08-25T00:00:00	98	9	25	86	52	54	28	86	67	67	87	12	19	37	48	54	31	21	14.5	37	44	15	66	57	51	-0.017477
ZTO	2017-09-01T00:00:00	98	9	25	86	13	76	68	46	66	66	89	12	19	36	48	54	31	66	14.5	77	41	13	63	63	51	0.022941
ZTO	2017-09-08T00:00:00	98	8	25	86	36	83	96	40	65	65	88	12	19	37	48	54	31	35	14.5	93	42	9	73	63	50	0.007313
ZTO	2017-09-15T00:00:00	98	7	25	86	16	71	71	10	68	68	88	12	19	36	48	54	31	60	14.5	75	47	9	49	66	40	0.084133
ZTO	2017-09-22T00:00:00	99	8	25	86	42	59	48	37	64	64	88	12	19	37	48	54	31	29	14.5	54	42	11	46	70	42	-0.015253
ZTO	2017-09-29T00:00:00	98	9	25	86	27	57	45	87	64	64	71	12	19	37	48	54	31	44	14.5	50	40	14	40	61	40	-0.053948
ZTO	2017-10-06T00:00:00	98	11	25	86	66	30	19	94	63	63	46	13	19	39	48	54	31	3	14.5	22	40	24	31	69	48	-0.030589
ZTO	2017-10-13T00:00:00	98	7	25	86	21	44	37	7	77	77	64	12	19	36	48	54	31	52	14.5	38	31	22	28	60	69	0.148377
ZTO	2017-10-20T00:00:00	98	7	25	86	14	39	20	14	74	74	100	12	19	36	48	54	31	61	14.5	27	31	23	28	59	70	-0.001865
ZTO	2017-10-27T00:00:00	98	7	25	86	33	44	29	16	72	72	92	12	19	36	10	54	31	37	14.5	33	28	11	26	60	65	0.008338
ZTO	2017-11-03T00:00:00	98	6	25	85	37	53	46	8	70	70	91	11	19	45	13	54	31	32	14.5	49	29	8	30	57	67	0.054031
ZTO	2017-11-10T00:00:00	98	5	25	84	65	81	84	5	68	68	82	11	19	47	14	54	32	3	14.5	87	49	11	33	71	66	0.062082
ZTO	2017-11-17T00:00:00	98	6	25	84	25	73	72	43	70	70	99	11	19	45	13	54	31	47	14.5	77	33	21	30	69	62	-0.044253
ZTO	2017-11-24T00:00:00	98	8	25	87	64	32	17	78	68	68	86	12	19	50	19	54	34	6	14.5	19	30	27	24	72	56	-0.021386
ZTO	2017-12-01T00:00:00	98	8	25	87	55	27	10	84	67	67	90	12	19	50	31	54	34	16	14.5	14	24	30	28	70	48	-0.028593
ZTO	2017-12-08T00:00:00	98	9	25	87	59	84	91	89	66	66	88	12	19	50	40	54	34	10	14.5	91	22	28	34	67	44	-0.044993
ZTO	2017-12-15T00:00:00	98	10	25	87	44	81	88	90	64	64	94	12	19	48	76	54	34	26	14.5	88	21	40	30	61	65	-0.021575
ZTO	2017-12-22T00:00:00	98	8	25	87	18	78	78	34	61	61	100	12	19	46	60	54	34	57	14.5	80	25	37	35	73	79	0.064877
ZTO	2017-12-29T00:00:00	98	8	25	87	29	88	91	42	62	62	97	12	19	47	51	54	34	41	14.5	92	25	34	35	76	87	-0.004367
ZTO	2018-01-05T00:00:00	98	8	25	87	40	95	96	46	61	61	92	12	19	45	40	54	34	31	14.5	97	24	38	35	62	79	0.012592
ZTO	2018-01-12T00:00:00	98	9	25	87	40	92	86	82	59	59	90	12	19	43	70	54	34	30	14.5	92	23	35	40	61	75	-0.018094
ZTO	2018-01-19T00:00:00	98	8	25	87	25	83	58	22	59	59	96	12	19	85	54	54	34	46	14.5	74	22	39	38	73	75	0.046318
ZTO	2018-01-26T00:00:00	98	10	25	87	54	70	38	78	59	59	73	13	19	87	69	54	34	15	14.5	55	23	36	52	67	50	-0.039372
ZTO	2018-02-02T00:00:00	98	9	25	87	24	51	23	46	55	55	73	12	19	85	67	54	34	48	14.5	33	31	49	52	71	55	-0.017697
ZTO	2018-02-09T00:00:00	98	8	25	87	19	43	17	57	51	51	73	12	19	85	72	54	34	56	14.5	26	43	50	53	68	56	-0.03985
ZTO	2018-02-16T00:00:00	97	9	25	87	23	69	53	40	50	50	73	12	19	85	65	54	35	49	14.5	63	43	52	54	67	56	0.037451
ZTO	2018-02-23T00:00:00	97	8	25	86	41	67	47	41	48	48	73	12	19	86	61	54	35	30	14.5	60	43	54	53	66	57	0.003907
ZTO	2018-03-02T00:00:00	96	7	25	85	53	63	47	18	43	43	73	12	19	86	65	54	34	19	14.5	57	45	54	55	64	58	0.02378
ZTO	2018-03-09T00:00:00	95	8	25	85	28	51	31	69	41	41	73	13	19	85	84	54	34	44	14.5	41	43	36	41	70	43	-0.013163
ZTO	2018-03-16T00:00:00	98	13	25	90	23	64	73	76	40	40	99	13	19	90	86	54	35	49	14.5	71	42	34	38	73	50	-0.017832
ZTO	2018-03-23T00:00:00	98	14	25	90	19	51	34	63	38	38	99	13	19	91	85	54	35	53	14.5	42	44	33	50	68	34	-0.0313
ZTO	2018-03-30T00:00:00	98	14	25	89	67	56	46	51	36	36	86	13	19	91	76	54	36	1	14.5	51	39	25	39	66	35	0.015593
ZTO	2018-04-06T00:00:00	98	14	25	89	67	51	44	50	35	35	82	12	19	91	78	54	36	1	14.5	46	39	24	45	73	36	-0.005979
ZTO	2018-04-13T00:00:00	98	12	25	89	45	58	47	12	45	45	88	12	19	92	75	54	36	25	14.5	54	40	26	66	80	47	0.068469
ZTO	2018-04-20T00:00:00	98	11	25	89	37	59	49	10	44	44	91	12	19	92	74	54	36	33	14.5	55	42	23	55	79	43	0.035168
ZTO	2018-04-27T00:00:00	98	11	25	95	57	73	72	26	42	42	63	12	19	91	61	54	36	12	14.5	77	44	22	54	87	42	-0.008527
ZTO	2018-05-04T00:00:00	98	11	25	95	59	58	41	18	39	39	54	12	19	90	58	54	36	11	14.5	50	38	23	55	83	46	0.022076
ZTO	2018-05-11T00:00:00	99	10	25	95	14	48	29	32	36	36	90	12	19	90	42	54	36	65	14.5	36	38	24	53	84	47	0.014908
ZTO	2018-05-18T00:00:00	94	9	23	46	13	41	40	16	37	37	32	12	19	91	41	54	21	67	14.5	38	37	25	50	83	46	0.038386
ZTO	2018-05-25T00:00:00	94	8	20	46	25	47	47	4	49	49	32	11	19	91	18	54	21	46	14.5	45	42	47	63	48	68	0.096567
ZTO	2018-06-01T00:00:00	94	7	16	47	48	47	45	3	50	50	31	11	19	90	14	54	21	22	14.5	44	43	51	61	44	66	0.073099
ZTO	2018-06-08T00:00:00	94	7	13	47	64	69	83	10	48	48	30	11	19	91	11	54	22	4	14.5	80	39	46	66	42	74	0.015921
ZTO	2018-06-15T00:00:00	94	7	13	47	63	78	90	19	47	47	30	11	19	90	10	54	22	5	14.5	87	35	41	60	47	63	0.005206
ZTO	2018-06-22T00:00:00	94	8	14	47	57	73	86	83	58	58	30	12	19	90	22	54	22	13	14.5	84	40	26	86	70	28	-0.084598
ZTO	2018-06-29T00:00:00	94	7	23	47	13	78	86	35	56	56	31	11	19	91	17	54	22	67	14.5	86	41	34	85	68	27	0.033034
ZTO	2018-07-06T00:00:00	95	8	21	47	22	79	80	82	56	56	32	11	19	92	15	54	22	49	14.5	82	46	36	82	67	28	-0.016985
ZTO	2018-07-13T00:00:00	95	7	15	48	48	83	86	16	57	57	33	11	19	92	9	54	22	21	14.5	87	47	37	81	70	28	0.048289
ZTO	2018-07-20T00:00:00	94	7	19	47	30	93	96	13	57	57	35	11	19	92	12	54	22	39	14.5	96	39	37	75	66	37	0.032052
ZTO	2018-07-27T00:00:00	94	7	17	46	41	95	97	68	60	60	38	11	19	91	14	54	22	29	14.5	97	42	48	73	58	34	-0.055506
ZTO	2018-08-03T00:00:00	95	8	15	44	50	95	96	80	56	56	40	11	19	90	25	54	22	18	14.5	97	42	37	72	54	38	-0.034809
ZTO	2018-08-10T00:00:00	95	6	18	42	40	95	93	16	59	59	36	11	19	89	21	54	22	29	14.5	96	43	28	69	43	38	0.089706
ZTO	2018-08-17T00:00:00	99	12	3	89	64	87	49	82	63	63	33	11	19	72	41	54	14	2	14.5	72	41	20	74	51	41	-0.085201
ZTO	2018-08-24T00:00:00	99	11	20	89	18	92	76	74	61	61	38	11	19	72	48	54	14	54	14.5	89	40	12	81	50	34	0.009846
ZTO	2018-08-31T00:00:00	99	13	3	89	62	88	45	96	61	61	35	11	19	72	65	54	14	5	14.5	69	42	16	81	41	33	-0.054305
ZTO	2018-09-07T00:00:00	99	14	10	89	41	92	80	92	60	60	35	12	19	72	62	54	14	28	14.5	90	40	16	85	39	32	-0.041719
ZTO	2018-09-14T00:00:00	99	14	21	89	15	92	89	78	58	58	36	12	19	72	61	54	14	62	14.5	93	40	15	88	40	30	0.004003
ZTO	2018-09-21T00:00:00	99	14	8	88	46	88	44	59	56	56	34	12	19	73	71	54	14	23	14.5	70	40	14	86	41	34	0.011775
ZTO	2018-09-28T00:00:00	99	17	6	88	54	80	35	94	58	58	48	12	19	73	85	54	14	15	14.5	59	44	24	84	36	45	-0.077894
ZTO	2018-10-05T00:00:00	99	18	21	89	15	93	87	92	57	57	74	12	19	72	90	54	14	60	14.5	93	43	23	79	39	62	-0.057963
ZTO	2018-10-12T00:00:00	99	15	5	89	55	79	33	33	58	58	56	12	19	72	79	54	14	14	14.5	57	55	37	69	24	65	0.040405
ZTO	2018-10-19T00:00:00	99	17	19	88	23	77	30	70	53	53	97	12	19	72	84	54	14	48	14.5	55	62	40	63	20	65	-0.046808
ZTO	2018-10-26T00:00:00	99	15	21	88	16	59	15	36	49	49	100	12	19	72	84	54	14	58	14.5	34	68	44	63	16	68	0
ZTO	2018-11-02T00:00:00	99	14	7	88	51	50	11	19	52	52	83	12	19	71	76	37	14	17	5	28	62	40	63	16	71	0.076841
ZTO	2018-11-09T00:00:00	99	15	10	87	40	53	15	60	50	50	93	12	19	72	79	36	14	27	6	31	63	40	47	19	72	-0.041952

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