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	2018-11-16T00:00:00	97	15	9	67	48	55	18	6	52	52	50	11	19	46	78	60	13	21	6	33	67	73	40	15	84	0.062634
ZTO	2018-11-23T00:00:00	97	15	19	67	25	35	8	40	51	51	71	11	19	44	82	60	13	45	6	18	68	69	42	16	75	-0.028884
ZTO	2018-11-30T00:00:00	97	14	14	67	39	29	8	12	51	51	59	11	19	45	83	43	13	31	5	15	66	66	51	17	75	0.041225
ZTO	2018-12-07T00:00:00	97	16	5	67	59	46	41	67	51	51	41	11	19	47	87	44	13	10	5	42	56	67	51	33	74	-0.077508
ZTO	2018-12-14T00:00:00	97	14	15	67	34	35	26	16	51	51	64	11	19	45	84	43	13	36	5	27	56	79	41	23	79	0.038585
ZTO	2018-12-21T00:00:00	97	13	19	67	25	44	45	19	46	46	73	11	19	44	75	43	13	47	5	43	55	83	30	11	67	-0.031027
ZTO	2018-12-28T00:00:00	97	13	11	67	46	57	70	37	41	41	55	11	19	46	69	43	13	26	5	65	55	85	28	9	77	0.004376
ZTO	2019-01-04T00:00:00	97	14	11	67	49	43	41	67	38	38	57	11	19	45	65	43	13	24	5	40	61	87	26	8	83	0.010028
ZTO	2019-01-11T00:00:00	97	13	7	67	56	67	85	29	41	41	58	11	19	43	72	43	13	15	5	80	62	85	25	17	80	0.074221
ZTO	2019-01-18T00:00:00	97	12	20	67	21	63	69	22	39	39	42	11	19	38	64	43	13	53	5	68	61	86	25	18	80	0.036267
ZTO	2019-01-25T00:00:00	97	13	10	67	50	72	82	63	40	40	13	11	19	41	65	43	13	22	5	80	65	88	30	20	84	-0.031123
ZTO	2019-02-01T00:00:00	97	13	21	67	18	57	48	76	37	37	47	11	19	38	63	43	13	57	5	53	63	87	30	27	67	-0.003428
ZTO	2019-02-08T00:00:00	97	13	18	67	32	71	78	34	36	36	30	11	19	39	60	43	13	41	5	76	55	82	31	24	70	0.031087
ZTO	2019-02-15T00:00:00	97	12	12	67	45	74	84	21	34	34	18	11	19	41	55	22	13	28	5	81	56	82	28	27	65	0.050229
ZTO	2019-02-22T00:00:00	97	12	4	66	66	70	73	14	35	35	3	11	19	42	48	21	13	5	5	73	54	79	30	31	60	0.042532
ZTO	2019-03-01T00:00:00	96	11	7	64	58	65	56	28	36	36	6	11	19	43	37	41	13	12	15	63	66	87	19	34	63	-0.001016
ZTO	2019-03-08T00:00:00	96	10	16	65	34	82	86	7	32	32	20	10	19	42	21	41	13	37	16	90	67	83	15	29	60	0.029654
ZTO	2019-03-15T00:00:00	96	12	4	64	65	88	89	77	41	41	1	11	19	44	56	41	13	2	15	93	58	87	25	22	70	-0.055077
ZTO	2019-03-22T00:00:00	97	14	14	85	28	75	59	87	45	45	75	11	19	27	67	43	18	43	7	73	52	93	25	27	64	-0.071872
ZTO	2019-03-29T00:00:00	97	13	2	85	66	64	44	57	46	46	43	11	19	27	52	44	18	2	7	55	60	94	28	25	53	0.046913
ZTO	2019-04-05T00:00:00	97	13	7	85	47	75	70	40	44	44	65	11	19	27	40	44	18	23	7	77	56	93	29	28	62	0.033937
ZTO	2019-04-12T00:00:00	97	13	1	85	68	81	80	15	44	44	66	11	19	24	37	44	18	3	7	85	50	93	29	33	57	0.032823
ZTO	2019-04-19T00:00:00	97	12	2	93	67	85	88	26	44	44	80	11	19	24	42	47	18	5	7	91	50	95	25	40	60	0.004084
ZTO	2019-04-26T00:00:00	97	12	13	94	33	87	81	19	42	42	96	11	19	24	34	47	18	41	7	88	55	98	18	41	67	0.01889
ZTO	2019-05-03T00:00:00	97	12	2	95	65	92	94	36	39	39	87	11	19	25	34	48	17	8	7	96	55	98	17	43	66	0.000492
ZTO	2019-05-10T00:00:00	98	12	17	96	18	79	49	71	43	43	100	11	19	28	40	48	14	63	8	67	43	97	19	45	59	-0.048541
ZTO	2019-05-17T00:00:00	93	14	23	65	18	54	27	81	46	46	94	11	19	25	57	20	29	61	9	39	45	95	10	57	72	-0.056819
ZTO	2019-05-24T00:00:00	93	14	16	65	42	66	40	63	44	44	94	11	19	25	42	20	28	32	9	53	44	95	10	56	74	0.001096
ZTO	2019-05-31T00:00:00	93	13	9	65	65	73	52	38	40	40	95	10	19	25	28	20	28	8	10	65	47	95	9	54	76	0.00505
ZTO	2019-06-07T00:00:00	93	14	17	66	38	82	77	76	36	36	95	11	19	25	40	20	28	34	9	84	48	92	6	56	74	-0.026638
ZTO	2019-06-14T00:00:00	93	13	19	66	31	80	74	18	42	42	95	11	19	25	34	20	27	42	10	81	42	90	8	42	81	0.059833
ZTO	2019-06-21T00:00:00	93	13	17	66	38	85	82	29	40	40	95	11	19	25	43	21	27	36	10	88	18	83	12	49	74	0.022535
ZTO	2019-06-28T00:00:00	93	13	21	66	20	83	75	30	38	38	96	11	19	25	38	21	27	58	10	83	18	80	14	51	72	0.004706
ZTO	2019-07-05T00:00:00	93	12	14	66	45	74	43	11	40	40	95	10	19	25	36	20	27	28	10	59	14	79	12	53	68	0.039244
ZTO	2019-07-12T00:00:00	93	12	9	66	66	56	30	29	40	40	94	10	19	22	30	20	27	5	10	41	15	84	12	51	62	-0.002528
ZTO	2019-07-19T00:00:00	93	12	8	66	68	59	36	32	37	37	92	10	19	63	27	20	27	3	10	47	11	86	20	49	56	-0.008045
ZTO	2019-07-26T00:00:00	93	12	20	65	24	64	52	52	32	32	92	11	19	64	42	20	27	49	10	59	8	64	33	54	54	0.002055
ZTO	2019-08-02T00:00:00	92	13	12	61	53	55	28	60	31	31	88	11	19	63	46	19	27	21	10	41	8	69	27	58	59	-0.030491
ZTO	2019-08-09T00:00:00	93	13	8	58	68	73	65	50	31	31	87	10	19	64	43	19	28	3	11	71	9	71	10	58	57	-0.002059
ZTO	2019-08-16T00:00:00	93	12	24	58	15	76	68	27	29	29	92	10	19	64	39	19	28	64	11	76	17	73	10	41	61	0.016789
ZTO	2019-08-23T00:00:00	98	11	7	93	66	76	70	18	25	25	88	10	19	65	41	16	26	4	12	77	13	49	23	51	52	0.008228
ZTO	2019-08-30T00:00:00	98	11	21	93	18	84	89	8	28	28	90	10	19	65	50	85	26	57	12	91	12	41	23	54	56	0.049634
ZTO	2019-09-06T00:00:00	98	11	9	93	57	82	81	10	29	29	89	10	19	65	46	85	26	13	12	85	12	41	26	50	54	0.031684
ZTO	2019-09-13T00:00:00	98	10	18	93	26	82	79	44	25	25	89	10	19	65	48	86	26	45	12	85	10	44	28	45	43	0.004284
ZTO	2019-09-20T00:00:00	98	10	8	93	63	77	61	18	24	24	41	9	19	65	41	86	26	5	12	72	8	47	29	35	47	0.024002
ZTO	2019-09-27T00:00:00	98	11	14	93	35	69	46	70	31	31	67	10	19	65	76	86	26	34	12	58	5	48	31	44	56	-0.054256
ZTO	2019-10-04T00:00:00	98	10	20	93	17	70	52	40	29	29	78	10	19	65	74	86	26	55	13	62	5	50	20	41	60	0.006793
ZTO	2019-10-11T00:00:00	98	11	7	93	64	79	65	62	28	28	53	10	19	65	74	86	26	4	12	74	5	48	19	44	61	-0.001898
ZTO	2019-10-18T00:00:00	98	11	13	93	43	81	77	48	27	27	86	10	19	65	75	86	26	27	12	82	6	57	18	47	65	0.007711
ZTO	2019-10-25T00:00:00	98	10	18	93	24	88	92	13	32	32	97	9	19	65	60	86	26	47	12	92	6	45	13	51	73	0.061894
ZTO	2019-11-01T00:00:00	98	10	7	93	65	91	94	53	32	32	80	10	27	64	64	85	26	4	12	96	6	62	8	52	77	-0.017619
ZTO	2019-11-08T00:00:00	98	9	18	92	23	91	74	23	31	31	93	9	26	64	49	86	25	50	12	89	6	55	7	60	75	0.032655
ZTO	2019-11-15T00:00:00	98	9	13	91	45	93	89	38	29	29	90	9	27	64	41	86	25	28	12	95	2	57	15	65	75	-0.003551
ZTO	2019-11-22T00:00:00	98	12	16	78	32	83	53	84	39	39	76	10	25	83	62	75	29	41	11	72	10	56	14	71	75	-0.072844
ZTO	2019-11-29T00:00:00	98	12	19	78	20	87	67	66	39	39	88	10	3	82	60	74	29	55	11	81	16	41	11	70	83	0.026014
ZTO	2019-12-06T00:00:00	98	12	11	78	53	85	55	83	38	38	77	10	3	83	69	38	29	21	11	74	11	39	10	67	84	-0.016886
ZTO	2019-12-13T00:00:00	98	11	11	78	50	84	51	33	38	38	78	10	3	83	64	38	29	25	12	71	9	35	18	67	82	0.031062
ZTO	2019-12-20T00:00:00	98	10	20	78	18	92	89	16	41	41	88	10	3	82	54	38	29	55	12	94	10	25	16	70	87	0.062127
ZTO	2019-12-27T00:00:00	98	10	13	78	41	84	63	13	41	41	81	10	3	83	51	38	29	31	12	77	8	24	14	68	86	0.026601
ZTO	2020-01-03T00:00:00	98	11	6	78	67	87	79	30	40	40	73	10	3	85	63	38	29	2	12	87	9	25	12	66	86	-0.009334
ZTO	2020-01-10T00:00:00	98	11	10	78	51	84	75	58	40	40	81	10	3	84	55	37	29	21	12	83	9	27	10	66	85	-0.01289
ZTO	2020-01-17T00:00:00	98	10	14	78	37	61	30	21	41	41	82	10	3	83	52	37	29	34	12	43	12	27	7	63	87	0.051284
ZTO	2020-01-24T00:00:00	98	11	11	78	52	71	36	74	46	46	56	10	3	84	69	37	29	21	12	54	17	44	22	65	84	-0.064908
ZTO	2020-01-31T00:00:00	98	11	21	78	15	62	24	71	43	43	78	10	3	81	77	38	29	62	12	41	13	37	22	65	84	-0.039368
ZTO	2020-02-07T00:00:00	98	10	17	78	25	72	51	18	48	48	73	10	3	82	60	38	29	47	12	64	15	58	52	65	83	0.093931
ZTO	2020-02-14T00:00:00	98	11	9	78	59	84	77	24	47	47	51	10	3	84	54	37	28	13	12	86	11	64	67	65	77	0.01094
ZTO	2020-02-21T00:00:00	98	10	18	78	22	87	84	12	46	46	73	10	3	82	44	35	28	51	13	90	15	77	58	74	68	0.029146
ZTO	2020-02-28T00:00:00	98	9	9	77	60	86	82	19	32	32	43	9	8	83	32	38	28	13	13	89	48	75	62	66	71	-0.050985
ZTO	2020-03-06T00:00:00	98	7	13	77	41	82	65	3	47	47	51	8	8	82	18	51	28	32	14	79	80	97	75	36	98	0.133845
ZTO	2020-03-13T00:00:00	97	6	19	77	18	86	81	4	28	28	63	8	8	81	17	53	27	59	36	88	85	96	82	20	91	-0.037569
ZTO	2020-03-20T00:00:00	99	6	12	89	51	73	41	7	15	15	82	7	6	85	20	44	30	22	20	59	84	93	79	20	87	-0.03558
ZTO	2020-03-27T00:00:00	99	7	20	89	22	64	34	24	10	10	90	8	6	85	20	45	30	53	20	47	83	93	74	22	86	0.033221
ZTO	2020-04-03T00:00:00	99	6	20	88	18	86	78	6	9	9	91	7	6	85	12	45	30	60	21	85	77	95	67	30	80	0.055273
ZTO	2020-04-10T00:00:00	99	7	15	88	40	85	76	67	6	6	86	8	6	86	13	45	30	34	20	83	79	94	56	24	79	0.018825
ZTO	2020-04-17T00:00:00	99	7	9	88	61	88	84	21	6	6	85	7	7	86	13	45	30	13	20	89	76	95	54	21	81	0.061166
ZTO	2020-04-24T00:00:00	99	6	16	95	34	93	87	38	6	6	86	7	10	86	12	42	30	40	20	93	77	95	54	20	81	0.00349
ZTO	2020-05-01T00:00:00	99	7	14	95	45	97	98	65	6	6	86	8	10	86	12	42	30	32	20	98	80	95	53	21	81	-0.016604
ZTO	2020-05-08T00:00:00	99	6	12	96	53	99	99	25	7	7	85	7	9	85	13	40	30	23	21	100	78	94	46	23	80	0.096437
ZTO	2020-05-15T00:00:00	99	5	9	97	66	99	98	11	7	7	82	7	41	85	13	49	31	10	26	99	75	91	40	22	78	0.069989
ZTO	2020-05-22T00:00:00	82	6	25	46	62	98	96	74	10	10	50	7	9	83	18	60	42	14	19	98	80	96	43	20	82	-0.079219
ZTO	2020-05-29T00:00:00	82	6	25	46	57	99	98	44	11	11	49	7	9	83	15	60	42	19	18	100	79	94	38	21	82	0.062872
ZTO	2020-06-05T00:00:00	83	6	26	46	27	98	82	59	11	11	50	7	9	83	26	60	42	49	19	93	78	92	34	21	80	0.059484
ZTO	2020-06-12T00:00:00	82	5	26	47	44	98	90	15	10	10	50	7	9	83	24	59	42	34	19	96	78	92	27	21	80	0.009566
ZTO	2020-06-19T00:00:00	81	5	26	47	20	97	84	11	14	14	50	6	9	83	23	59	42	60	21	93	80	89	36	24	79	0.107478
ZTO	2020-06-26T00:00:00	82	5	26	47	35	97	58	28	16	16	50	6	9	83	24	61	42	41	20	85	81	90	38	23	79	-0.04426
ZTO	2020-07-03T00:00:00	82	5	26	48	68	97	83	32	16	16	50	6	9	84	31	66	42	8	21	93	81	92	46	22	79	0.016236
ZTO	2020-07-10T00:00:00	82	5	27	48	73	98	91	50	16	16	52	6	9	85	38	66	42	2	20	96	81	91	52	22	79	-0.01091
ZTO	2020-07-17T00:00:00	83	6	27	48	59	93	53	78	15	15	53	7	9	86	51	66	42	17	19	79	82	93	56	20	81	-0.025612
ZTO	2020-07-24T00:00:00	83	6	27	48	22	95	67	84	16	16	55	7	9	76	53	66	42	58	19	87	83	94	49	19	81	-0.035664
ZTO	2020-07-31T00:00:00	82	6	27	46	24	96	57	35	16	16	56	7	9	76	53	67	42	55	20	86	81	91	29	20	78	0.062227
ZTO	2020-08-07T00:00:00	81	6	27	43	69	97	85	77	15	15	50	7	9	76	75	73	43	8	18	94	81	93	38	19	79	-0.019158
ZTO	2020-08-14T00:00:00	97	7	34	68	26	96	91	93	20	20	91	8	8	52	87	22	60	52	13	95	83	94	45	18	80	-0.073491
ZTO	2020-08-21T00:00:00	97	8	35	68	74	95	83	92	23	23	67	8	9	70	90	22	60	1	12	91	84	96	43	18	81	-0.053457
ZTO	2020-08-28T00:00:00	97	8	35	68	41	94	81	75	19	19	69	8	9	57	87	21	60	35	13	90	84	96	46	18	80	0.026679
ZTO	2020-09-04T00:00:00	97	7	34	67	55	93	73	32	19	19	68	8	9	63	93	21	60	23	13	86	85	96	47	18	80	0.016806
ZTO	2020-09-11T00:00:00	97	8	34	81	44	90	39	69	19	19	67	8	40	70	96	21	60	32	13	68	85	96	45	18	81	-0.049586
ZTO	2020-09-18T00:00:00	97	9	34	81	52	87	28	88	19	19	68	8	40	70	97	21	60	26	13	60	86	96	53	18	82	-0.030374
ZTO	2020-09-25T00:00:00	97	9	35	81	67	91	62	53	18	18	73	8	40	70	97	21	60	9	14	80	86	97	60	18	82	-0.005215
ZTO	2020-10-02T00:00:00	97	9	35	81	58	86	32	91	18	18	77	8	40	70	98	21	60	19	13	63	86	97	46	16	81	-0.046545
ZTO	2020-10-09T00:00:00	97	10	35	81	24	75	13	79	16	16	84	9	40	71	97	21	61	53	13	42	87	97	45	16	81	0.028532

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