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	2020-10-16T00:00:00	97	10	35	81	23	66	10	91	17	17	81	9	40	71	98	21	61	55	13	37	86	97	32	17	81	-0.035759
ZTO	2020-10-23T00:00:00	97	10	36	81	70	69	14	35	20	20	84	8	40	70	96	21	61	7	13	40	87	97	24	17	80	0.04956
ZTO	2020-10-30T00:00:00	97	10	35	81	50	76	39	43	17	17	91	8	40	71	97	21	61	27	13	59	86	96	23	18	80	-0.042615
ZTO	2020-11-06T00:00:00	97	9	34	82	56	66	26	21	21	21	90	8	40	71	96	21	62	21	13	45	87	97	32	16	81	0.081792
ZTO	2020-11-13T00:00:00	97	9	34	83	55	56	15	35	19	19	90	8	40	71	95	20	62	23	13	33	78	91	19	23	70	0.044007
ZTO	2020-11-20T00:00:00	94	12	38	69	42	61	35	90	24	24	74	8	9	53	96	22	50	34	14	48	68	83	32	32	58	-0.079749
ZTO	2020-11-27T00:00:00	94	13	38	69	65	50	12	94	23	23	65	8	9	63	97	96	50	11	14	28	37	66	10	35	30	-0.02023
ZTO	2020-12-04T00:00:00	94	15	38	69	72	50	11	98	24	24	61	8	9	66	97	96	51	3	14	28	40	79	11	35	9	-0.043712
ZTO	2020-12-11T00:00:00	94	15	38	69	39	45	9	90	22	22	75	8	9	52	97	96	50	37	13	23	70	39	14	21	46	-0.00781
ZTO	2020-12-18T00:00:00	94	15	39	69	64	53	35	87	21	21	65	8	9	63	95	96	50	12	13	42	54	71	26	26	47	-0.001775
ZTO	2020-12-25T00:00:00	94	15	39	69	26	53	43	74	20	20	78	8	9	48	96	96	51	48	13	47	73	37	24	45	8	0.002512
ZTO	2021-01-01T00:00:00	94	15	39	69	23	66	65	28	21	21	79	8	9	47	95	96	51	52	13	70	66	29	51	42	7	0.040677
ZTO	2021-01-08T00:00:00	94	16	39	69	40	65	60	75	20	20	73	8	9	53	95	96	51	34	13	66	61	26	60	36	10	-0.013708
ZTO	2021-01-15T00:00:00	94	15	39	70	32	35	14	45	18	18	58	8	9	50	95	96	50	41	13	21	70	33	61	32	16	0.026408
ZTO	2021-01-22T00:00:00	94	14	39	70	28	25	9	15	33	33	60	7	9	49	95	96	50	45	13	12	85	70	62	33	16	0.119236
ZTO	2021-01-29T00:00:00	94	13	39	70	64	20	4	12	25	25	40	7	9	65	94	96	50	11	14	8	82	31	70	37	6	0.00121
ZTO	2021-02-05T00:00:00	94	13	39	70	71	17	5	24	24	24	36	7	9	69	93	96	50	3	14	7	84	42	70	37	7	0.068944
ZTO	2021-02-12T00:00:00	93	12	40	70	42	18	6	18	25	25	54	7	9	57	89	96	50	32	14	9	77	30	67	26	5	0.088207
ZTO	2021-02-19T00:00:00	93	12	40	70	57	17	8	49	28	28	45	7	9	64	87	96	51	17	13	9	70	38	76	37	11	-0.040262
ZTO	2021-02-26T00:00:00	93	13	41	70	19	22	39	66	34	34	65	7	9	49	84	91	50	57	13	28	35	49	63	22	35	-0.086388
ZTO	2021-03-05T00:00:00	92	12	41	71	40	17	16	43	32	32	55	7	9	58	63	84	50	35	13	13	33	52	68	26	40	0.036151
ZTO	2021-03-12T00:00:00	93	15	42	71	67	18	38	94	33	33	32	7	11	70	58	84	50	9	12	26	41	65	61	23	46	-0.05405
ZTO	2021-03-19T00:00:00	93	16	39	79	16	42	75	97	41	41	77	8	10	16	52	90	49	63	16	60	41	89	78	19	31	-0.134858
ZTO	2021-03-26T00:00:00	93	16	40	78	70	53	83	78	41	41	60	8	10	31	54	90	50	4	16	74	39	85	79	21	23	0.002454
ZTO	2021-04-02T00:00:00	93	15	41	79	32	52	75	44	40	40	72	8	10	23	37	90	51	40	17	67	36	82	76	21	31	0.049497
ZTO	2021-04-09T00:00:00	93	16	41	78	34	62	78	80	41	41	73	8	10	21	51	90	51	37	16	74	38	91	75	24	30	-0.054915
ZTO	2021-04-16T00:00:00	92	15	41	79	31	54	66	29	42	42	73	8	10	20	36	88	51	40	16	61	45	85	70	27	26	0.048612
ZTO	2021-04-23T00:00:00	93	14	39	90	67	43	41	7	45	45	77	8	9	29	28	88	51	6	17	41	60	79	67	25	58	0.09163
ZTO	2021-04-30T00:00:00	93	14	39	90	68	53	62	14	44	44	75	8	9	30	33	89	51	4	16	59	60	76	68	23	58	-0.003716
ZTO	2021-05-07T00:00:00	93	13	39	91	41	36	20	31	42	42	79	8	9	31	24	89	51	30	14	26	58	78	70	18	60	-0.006227
ZTO	2021-05-14T00:00:00	93	13	40	92	25	13	6	66	43	43	96	8	42	33	21	78	53	47	15	7	49	72	71	23	52	-0.035353
ZTO	2021-05-21T00:00:00	76	14	47	54	29	17	15	20	45	45	75	8	10	25	24	77	64	42	12	13	55	71	77	15	51	0.038941
ZTO	2021-05-28T00:00:00	75	14	48	54	16	20	24	37	41	41	75	8	10	21	21	77	66	61	12	18	54	69	76	16	46	0.001872
ZTO	2021-06-04T00:00:00	75	15	49	55	42	16	15	64	43	43	75	8	10	28	22	77	66	30	12	13	47	67	80	19	35	-0.007175
ZTO	2021-06-11T00:00:00	75	15	49	55	65	22	40	85	41	41	75	8	10	34	13	77	66	8	11	28	47	70	82	27	36	-0.008168
ZTO	2021-06-18T00:00:00	75	17	49	55	53	47	84	93	43	43	75	8	10	31	10	76	66	20	11	70	44	73	80	36	39	-0.084796
ZTO	2021-06-25T00:00:00	75	16	49	55	28	48	87	48	45	45	75	8	10	26	9	76	67	42	11	72	48	76	79	41	44	0.06225
ZTO	2021-07-02T00:00:00	75	17	50	55	19	45	72	89	42	42	75	8	10	22	15	66	66	55	11	61	43	74	85	40	66	-0.046226
ZTO	2021-07-09T00:00:00	75	18	50	55	58	34	47	71	42	42	74	8	10	31	11	67	67	15	11	38	37	72	83	41	65	-0.00753
ZTO	2021-07-16T00:00:00	75	16	50	55	50	49	75	45	41	41	74	8	10	27	11	66	67	22	11	65	46	70	83	49	61	0.003793
ZTO	2021-07-23T00:00:00	75	18	50	55	66	48	65	79	41	41	73	8	10	31	24	67	67	7	11	59	40	58	81	47	59	-0.040431
ZTO	2021-07-30T00:00:00	75	18	50	54	18	41	45	82	40	40	72	9	10	19	24	69	67	53	11	44	38	68	73	37	59	-0.033915
ZTO	2021-08-06T00:00:00	74	18	50	52	54	37	23	53	41	41	71	8	10	31	27	70	66	16	10	26	38	77	79	39	63	0.031029
ZTO	2021-08-13T00:00:00	74	18	50	52	48	17	8	70	39	39	64	9	19	31	33	69	67	21	11	7	44	76	72	58	58	-0.024721
ZTO	2021-08-20T00:00:00	93	18	52	82	41	27	27	61	39	39	71	8	18	30	34	67	69	27	11	21	45	75	71	58	57	-0.027551
ZTO	2021-08-27T00:00:00	93	20	52	81	16	18	17	91	36	36	72	9	18	23	33	76	69	55	11	13	43	72	67	52	56	-0.015137
ZTO	2021-09-03T00:00:00	92	15	51	81	25	19	24	5	57	57	71	8	19	27	20	79	69	42	11	18	58	84	66	31	56	0.183455
ZTO	2021-09-10T00:00:00	92	15	51	81	63	24	45	9	55	55	70	8	19	37	14	79	69	5	11	32	70	84	51	32	57	-0.002604
ZTO	2021-09-17T00:00:00	92	15	51	81	26	19	28	12	54	54	71	8	19	29	9	78	69	40	11	21	66	83	39	36	47	0.002263
ZTO	2021-09-24T00:00:00	92	14	50	81	15	18	20	13	54	54	69	8	19	25	15	78	69	56	12	17	70	84	40	37	50	0.026922
ZTO	2021-10-01T00:00:00	92	15	51	81	40	22	30	66	54	54	59	8	19	32	22	78	69	28	11	24	64	72	41	38	77	-0.049252
ZTO	2021-10-08T00:00:00	92	14	50	81	55	20	28	11	54	54	55	8	19	36	13	78	69	15	12	22	51	69	41	47	77	0.053476
ZTO	2021-10-15T00:00:00	92	15	50	81	48	22	35	58	53	53	57	8	19	34	13	79	69	22	12	27	53	71	39	45	77	-0.014523
ZTO	2021-10-22T00:00:00	92	15	51	81	57	17	15	65	52	52	68	8	19	36	21	79	69	13	11	13	67	79	46	45	90	-0.010556
ZTO	2021-10-29T00:00:00	92	17	51	81	61	55	87	91	53	53	67	8	19	37	20	79	69	10	11	75	62	81	48	52	93	-0.051401
ZTO	2021-11-05T00:00:00	92	18	52	81	32	55	89	96	52	52	76	8	18	30	23	80	69	36	10	78	63	85	34	51	82	-0.050827
ZTO	2021-11-12T00:00:00	92	16	52	82	21	60	88	60	44	44	87	8	25	28	17	79	69	48	10	79	59	86	39	58	76	0.041662
ZTO	2021-11-19T00:00:00	90	12	55	80	21	66	91	8	53	53	72	8	24	82	10	93	77	46	9	83	49	94	21	45	63	0.124492
ZTO	2021-11-26T00:00:00	90	12	55	80	29	45	64	33	54	54	69	8	24	84	15	93	77	37	10	54	41	82	8	57	86	-0.053959
ZTO	2021-12-03T00:00:00	90	12	56	80	26	64	90	58	53	53	70	8	24	84	32	95	77	41	10	81	32	75	6	60	81	-0.0645
ZTO	2021-12-10T00:00:00	90	11	55	80	23	56	75	12	55	55	71	8	24	84	22	95	77	42	10	70	20	84	13	59	75	0.093217
ZTO	2021-12-17T00:00:00	90	13	56	80	62	48	53	76	58	58	58	8	25	90	40	95	77	5	9	51	22	59	18	61	65	-0.117278
ZTO	2021-12-24T00:00:00	91	14	56	80	12	28	21	86	57	57	77	8	25	80	41	95	77	64	9	22	22	68	18	55	63	-0.016151
ZTO	2021-12-31T00:00:00	91	14	56	80	50	17	10	63	58	58	64	8	25	88	37	95	77	18	10	11	14	76	24	60	33	0.0299
ZTO	2022-01-07T00:00:00	90	13	56	80	50	23	26	46	56	56	66	8	25	88	50	95	76	19	10	21	12	76	24	60	32	-0.003188
ZTO	2022-01-14T00:00:00	90	11	56	80	41	68	89	5	60	60	67	8	25	87	25	95	76	26	10	82	21	87	17	53	20	0.109153
ZTO	2022-01-21T00:00:00	90	12	56	80	55	62	84	44	60	60	31	8	25	89	18	95	76	13	10	78	21	86	13	55	21	-0.078227
ZTO	2022-01-28T00:00:00	90	11	56	80	37	41	50	41	57	57	42	8	25	86	9	95	76	30	10	44	22	89	13	57	22	-0.020146
ZTO	2022-02-04T00:00:00	90	11	56	80	62	71	95	12	57	57	28	8	25	89	10	95	76	7	10	86	16	88	12	55	23	0.065291
ZTO	2022-02-11T00:00:00	90	10	55	80	42	37	35	16	55	55	40	8	25	86	9	95	76	26	10	35	17	85	7	55	23	0.018979
ZTO	2022-02-18T00:00:00	90	10	56	80	38	30	23	39	53	53	41	8	25	86	19	94	76	30	10	24	15	81	7	51	28	-0.024192
ZTO	2022-02-25T00:00:00	89	11	56	81	64	34	30	76	51	51	27	8	26	89	20	94	76	4	10	31	14	71	7	41	25	-0.029815
ZTO	2022-03-04T00:00:00	90	11	56	81	17	35	37	70	49	49	58	8	26	81	18	82	75	55	9	34	14	67	7	34	23	-0.04005
ZTO	2022-03-11T00:00:00	90	15	57	81	16	69	92	95	60	60	58	8	26	80	77	81	75	57	9	83	4	37	19	9	21	-0.184529
ZTO	2022-03-18T00:00:00	94	14	51	91	31	48	57	53	64	64	76	8	31	85	78	83	74	35	12	51	4	46	23	7	17	0.157029
ZTO	2022-03-25T00:00:00	94	14	52	91	13	47	59	86	62	62	80	8	31	81	74	83	75	60	12	52	5	50	27	6	17	-0.0305
ZTO	2022-04-01T00:00:00	94	14	53	91	59	66	91	40	61	61	70	8	31	88	66	83	75	8	12	83	5	55	28	7	22	0.013771
ZTO	2022-04-08T00:00:00	94	13	53	91	44	70	91	38	59	59	75	8	31	86	67	83	75	24	12	85	4	56	23	8	25	0.00511
ZTO	2022-04-15T00:00:00	94	11	53	91	22	64	86	18	58	58	79	8	54	83	56	83	75	46	12	79	4	56	26	8	25	0.025336
ZTO	2022-04-22T00:00:00	94	15	53	91	61	51	43	73	61	61	80	9	55	89	63	86	75	5	12	45	4	65	35	7	18	-0.113633
ZTO	2022-04-29T00:00:00	94	9	51	96	54	45	37	2	68	68	76	8	21	87	25	86	75	14	12	40	17	83	31	4	12	0.179681
ZTO	2022-05-06T00:00:00	95	10	52	96	36	30	13	47	67	67	77	8	21	83	38	86	74	32	12	20	17	81	35	4	10	-0.071974
ZTO	2022-05-13T00:00:00	95	10	52	96	26	36	20	30	64	64	88	8	57	81	59	86	74	42	12	23	16	85	39	5	8	-0.007851
ZTO	2022-05-20T00:00:00	95	9	51	96	21	33	16	49	61	61	90	8	57	81	50	71	74	48	16	20	15	85	38	5	8	0.000796
ZTO	2022-05-27T00:00:00	88	10	62	73	52	34	27	81	58	58	63	8	23	85	55	81	80	17	14	26	19	84	36	3	7	-0.022884
ZTO	2022-06-03T00:00:00	88	10	61	73	63	40	48	22	58	58	62	8	23	88	44	81	80	4	14	43	17	84	33	4	6	0.042387
ZTO	2022-06-10T00:00:00	88	9	61	74	27	44	65	28	56	56	62	7	22	82	45	82	80	40	14	54	17	89	33	4	6	-0.006572
ZTO	2022-06-17T00:00:00	87	9	61	74	57	34	33	48	55	55	62	7	23	86	60	82	80	11	15	32	25	89	31	4	8	-0.064707
ZTO	2022-06-24T00:00:00	87	8	61	74	30	67	95	10	57	57	62	7	23	82	29	82	80	38	15	84	21	91	31	4	7	0.115026
ZTO	2022-07-01T00:00:00	87	8	60	74	48	54	66	16	54	54	62	7	23	85	32	82	80	21	15	60	20	89	32	5	4	-0.00448
ZTO	2022-07-08T00:00:00	87	8	61	73	61	55	69	20	49	49	62	7	23	88	28	82	80	6	15	62	19	84	31	4	1	0.009757
ZTO	2022-07-15T00:00:00	87	9	61	73	48	56	64	62	48	48	64	7	23	86	52	81	80	21	15	60	19	79	39	4	1	-0.031236
ZTO	2022-07-22T00:00:00	87	9	61	73	63	44	31	78	47	47	63	7	23	82	49	81	80	1	16	35	22	84	35	2	2	-0.009608
ZTO	2022-07-29T00:00:00	87	10	61	73	62	50	75	78	45	45	65	8	23	81	71	80	80	5	16	64	23	77	62	3	1	-0.008139
ZTO	2022-08-05T00:00:00	86	9	61	71	19	57	72	47	45	45	64	8	22	67	62	76	79	52	16	65	23	78	60	3	1	0.034398
ZTO	2022-08-12T00:00:00	87	9	60	70	22	55	56	83	43	43	64	8	23	67	59	73	79	49	16	57	27	87	58	2	1	-0.017749
ZTO	2022-08-19T00:00:00	94	10	57	96	46	72	94	28	44	44	63	8	20	73	50	65	79	24	18	90	33	82	45	2	2	0.021537
ZTO	2022-08-26T00:00:00	94	10	57	96	42	69	94	64	43	43	63	8	20	72	58	64	79	27	18	87	25	87	44	1	2	-0.0339
ZTO	2022-09-02T00:00:00	94	9	56	96	59	76	91	8	38	38	62	7	20	77	28	64	79	9	18	91	25	85	42	1	5	0.026121
ZTO	2022-09-09T00:00:00	94	9	56	96	51	64	66	21	38	38	61	7	19	75	26	61	79	17	19	66	26	89	40	1	5	0.017481

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