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 ⌀
ZUO	2021-01-22T00:00:00	24	38	27	43	29	26	51	19	55	55	55	42	35	26	33	31	57	99	14	38	14	17	27	43	33	0.122297
ZUO	2021-01-29T00:00:00	24	39	27	43	15	21	34	20	52	52	59	41	35	21	34	31	57	99	14	25	18	33	26	43	39	-0.019934
ZUO	2021-02-05T00:00:00	24	38	26	43	19	34	62	24	50	50	81	41	35	23	24	31	57	99	14	48	13	19	23	44	42	0.088136
ZUO	2021-02-12T00:00:00	24	38	27	44	12	45	76	26	49	49	90	40	35	24	21	31	57	99	14	63	15	17	20	44	37	0.046729
ZUO	2021-02-19T00:00:00	25	38	26	45	14	68	90	32	48	48	90	40	35	25	22	29	57	99	14	83	11	21	25	47	45	0.001786
ZUO	2021-02-26T00:00:00	25	39	26	45	19	62	87	72	54	54	88	41	35	28	36	29	57	99	14	79	6	17	22	44	60	-0.112894
ZUO	2021-03-05T00:00:00	26	41	27	45	30	59	76	81	53	53	83	42	35	33	41	31	57	99	14	71	8	16	17	40	55	-0.085733
ZUO	2021-03-12T00:00:00	26	41	27	45	30	40	37	86	52	52	86	42	35	34	55	32	58	99	14	38	6	17	16	45	54	0.03956
ZUO	2021-03-19T00:00:00	27	40	27	45	28	64	78	27	52	52	88	41	35	34	37	32	57	99	14	76	8	7	10	45	60	0.06413
ZUO	2021-03-26T00:00:00	27	40	28	45	8	65	82	50	52	52	98	41	35	27	54	86	58	98	14	79	7	6	10	50	51	-0.042384
ZUO	2021-04-02T00:00:00	28	40	58	46	14	65	75	19	50	50	68	41	35	29	33	54	60	99	14	74	7	5	9	51	56	0.036653
ZUO	2021-04-09T00:00:00	28	38	58	47	5	67	77	5	53	53	80	40	35	21	31	55	61	98	15	76	6	2	15	43	61	0.095397
ZUO	2021-04-16T00:00:00	29	37	58	47	6	67	74	2	54	54	71	39	19	20	13	78	61	98	15	75	8	1	13	46	59	0.05542
ZUO	2021-04-23T00:00:00	28	38	58	47	6	50	43	36	54	54	69	40	19	20	36	78	61	98	15	46	7	2	14	47	48	-0.043855
ZUO	2021-04-30T00:00:00	28	38	58	48	10	30	23	70	54	54	67	40	19	23	27	79	61	99	14	23	7	2	14	46	50	-0.02233
ZUO	2021-05-07T00:00:00	27	38	57	50	9	34	19	74	49	49	66	41	20	29	28	80	61	99	13	24	2	2	20	22	59	-0.033951
ZUO	2021-05-14T00:00:00	28	38	58	52	6	50	59	79	50	50	43	41	21	28	23	80	61	99	12	55	3	2	18	6	84	-0.054313
ZUO	2021-05-21T00:00:00	28	39	59	53	28	49	43	77	51	51	26	41	21	38	34	80	62	99	12	44	3	2	22	4	84	0.012162
ZUO	2021-05-28T00:00:00	27	38	59	53	10	56	65	43	51	51	36	41	21	33	40	80	64	99	12	63	3	2	21	4	82	0.03271
ZUO	2021-06-04T00:00:00	28	39	51	74	8	75	90	87	52	52	40	41	15	27	32	89	65	98	11	87	1	1	39	12	57	-0.034906
ZUO	2021-06-11T00:00:00	27	39	41	75	32	84	97	40	51	51	19	41	22	37	29	91	65	98	12	94	1	2	43	13	62	0.046216
ZUO	2021-06-18T00:00:00	27	37	53	75	5	76	87	9	51	51	37	40	22	26	15	91	65	98	12	86	2	1	46	4	57	0.078105
ZUO	2021-06-25T00:00:00	27	37	46	75	18	69	67	5	52	52	25	39	22	33	10	91	65	98	13	72	2	2	46	7	61	0.086105
ZUO	2021-07-02T00:00:00	27	37	38	75	40	56	43	37	54	54	16	40	23	39	13	91	65	98	13	50	3	4	39	9	58	-0.053034
ZUO	2021-07-09T00:00:00	27	37	39	75	39	47	28	16	53	53	16	39	23	37	25	91	65	98	13	35	6	6	44	4	66	0.017898
ZUO	2021-07-16T00:00:00	27	38	52	75	8	52	22	69	56	56	33	40	23	23	44	96	65	98	13	35	5	5	33	4	67	-0.086217
ZUO	2021-07-23T00:00:00	27	37	43	75	27	60	39	6	58	58	21	38	22	31	41	96	65	98	13	51	15	22	31	5	65	0.094972
ZUO	2021-07-30T00:00:00	26	37	52	74	6	41	14	44	58	58	37	39	22	23	40	90	65	98	13	23	17	10	41	7	61	-0.019841
ZUO	2021-08-06T00:00:00	26	39	46	72	18	55	46	82	60	60	24	40	22	31	48	91	65	98	13	53	22	8	53	11	52	-0.064199
ZUO	2021-08-13T00:00:00	27	38	45	72	22	78	90	77	58	58	23	40	22	37	50	91	65	98	13	88	26	9	44	19	48	-0.013597
ZUO	2021-08-20T00:00:00	28	38	46	72	19	85	96	65	57	57	24	40	22	37	47	91	65	98	13	93	27	11	47	22	49	-0.019424
ZUO	2021-08-27T00:00:00	28	38	38	72	42	77	85	14	57	57	16	39	22	44	30	91	65	98	13	85	31	15	51	27	51	0.083706
ZUO	2021-09-03T00:00:00	25	37	32	40	35	82	89	8	58	58	19	38	25	37	36	69	65	68	8	89	75	24	46	21	41	0.084906
ZUO	2021-09-10T00:00:00	25	38	32	40	7	66	50	71	60	60	50	39	36	27	54	68	65	69	8	58	61	22	55	18	41	-0.085326
ZUO	2021-09-17T00:00:00	25	37	33	40	8	85	91	41	59	59	49	39	36	28	64	88	65	69	8	91	61	24	52	17	37	0.013072
ZUO	2021-09-24T00:00:00	25	37	32	40	20	81	76	26	57	57	36	38	36	34	54	78	65	69	8	82	52	26	37	21	47	0.026393
ZUO	2021-10-01T00:00:00	25	37	32	40	15	63	25	51	56	56	41	39	36	32	55	79	65	68	8	42	45	19	38	23	74	-0.025143
ZUO	2021-10-08T00:00:00	25	38	32	40	35	63	29	70	55	55	29	39	37	39	60	79	64	68	8	44	44	19	33	22	74	-0.024033
ZUO	2021-10-15T00:00:00	25	35	32	40	21	64	39	3	67	67	37	36	37	35	48	79	64	67	8	49	36	16	33	32	68	0.184985
ZUO	2021-10-22T00:00:00	26	34	32	40	34	78	81	2	67	67	30	35	37	39	47	79	64	67	9	83	37	13	35	38	45	0.099848
ZUO	2021-10-29T00:00:00	26	34	32	40	15	87	91	10	65	65	43	35	37	33	50	78	64	67	9	91	37	13	35	41	46	0.007373
ZUO	2021-11-05T00:00:00	25	34	32	41	40	77	52	30	63	63	26	35	37	40	39	80	64	67	8	69	45	15	30	40	26	0.004117
ZUO	2021-11-12T00:00:00	25	32	31	41	16	80	76	18	60	60	39	35	37	34	23	78	65	67	8	83	32	17	49	52	31	0.031435
ZUO	2021-11-19T00:00:00	23	30	32	42	41	83	86	35	57	57	26	35	37	42	32	77	65	67	8	88	26	15	54	54	29	-0.024293
ZUO	2021-11-26T00:00:00	23	30	33	43	38	77	59	82	63	63	28	35	37	42	63	78	65	67	8	72	8	15	79	60	22	-0.107288
ZUO	2021-12-03T00:00:00	23	30	32	43	38	66	36	69	61	61	28	35	37	44	56	77	65	67	8	49	11	15	81	61	22	-0.030426
ZUO	2021-12-10T00:00:00	24	30	31	50	16	91	97	63	59	59	68	35	42	33	44	87	64	98	15	96	15	15	84	60	23	0.028766
ZUO	2021-12-17T00:00:00	24	31	31	50	14	94	99	55	57	57	70	35	43	32	40	50	64	98	11	98	18	26	79	65	21	-0.014743
ZUO	2021-12-24T00:00:00	24	31	30	50	15	93	97	74	51	51	69	35	43	33	50	50	64	98	11	97	18	36	79	60	21	-0.003612
ZUO	2021-12-31T00:00:00	24	31	31	50	41	92	90	81	48	48	61	35	43	40	59	49	64	98	11	93	24	34	73	55	34	-0.032626
ZUO	2022-01-07T00:00:00	24	32	30	50	7	94	92	91	53	53	73	37	43	24	69	49	64	98	11	95	27	30	67	65	30	-0.115096
ZUO	2022-01-14T00:00:00	23	33	31	51	6	93	87	84	53	53	71	37	43	20	78	48	64	98	11	92	29	25	69	70	34	-0.032668
ZUO	2022-01-21T00:00:00	24	32	30	51	17	84	39	53	49	49	68	36	43	26	71	48	64	98	11	61	42	29	73	65	31	-0.001876
ZUO	2022-01-28T00:00:00	24	32	30	51	35	82	42	54	48	48	66	36	43	30	71	48	64	98	11	60	42	28	72	64	31	-0.015664
ZUO	2022-02-04T00:00:00	24	32	30	51	7	85	42	67	46	46	85	36	43	20	67	48	64	98	11	65	48	29	74	65	30	-0.002546
ZUO	2022-02-11T00:00:00	24	32	30	51	43	84	46	39	46	46	72	37	43	35	69	48	63	98	11	65	48	20	57	64	31	0.019783
ZUO	2022-02-18T00:00:00	23	33	31	51	22	79	36	86	48	48	78	37	43	29	81	47	63	99	11	57	40	18	36	66	42	-0.085106
ZUO	2022-02-25T00:00:00	23	33	30	51	30	71	31	56	49	49	77	37	44	32	88	46	63	98	11	49	37	34	36	82	47	0.03078
ZUO	2022-03-04T00:00:00	24	34	30	51	43	41	19	89	52	52	76	38	44	38	95	47	63	99	11	29	22	26	18	64	44	-0.120106
ZUO	2022-03-11T00:00:00	24	34	30	50	6	40	19	83	51	51	86	39	45	22	94	48	63	99	12	29	18	16	20	60	39	-0.029412
ZUO	2022-03-18T00:00:00	24	33	30	50	42	49	36	24	59	59	77	37	45	38	93	47	63	99	11	42	17	25	29	51	29	0.161616
ZUO	2022-03-25T00:00:00	24	32	30	50	38	49	37	28	57	57	78	37	45	38	93	44	63	99	11	42	16	22	33	53	26	0.001338
ZUO	2022-04-01T00:00:00	19	31	33	72	11	44	30	49	57	57	82	37	41	24	92	32	65	98	92	36	12	13	30	57	19	-0.022044
ZUO	2022-04-08T00:00:00	20	30	34	72	8	51	39	76	56	56	83	38	41	19	85	33	65	98	92	43	10	12	33	56	18	-0.053962
ZUO	2022-04-15T00:00:00	20	31	34	71	11	40	21	71	56	56	80	38	39	17	88	33	65	98	92	28	7	10	26	53	21	-0.018773
ZUO	2022-04-22T00:00:00	20	31	34	72	43	41	30	76	55	55	78	38	40	27	94	32	65	98	92	34	7	13	30	51	18	-0.064753
ZUO	2022-04-29T00:00:00	20	31	34	73	8	33	17	74	54	54	80	38	39	14	94	33	65	98	92	24	7	12	31	53	18	-0.042486
ZUO	2022-05-06T00:00:00	20	32	34	76	19	33	18	86	54	54	78	39	38	24	95	34	64	99	92	24	10	12	31	50	13	-0.097781
ZUO	2022-05-13T00:00:00	21	32	33	78	42	39	63	68	52	52	35	39	37	35	95	34	64	99	93	49	10	13	32	50	12	-0.018215
ZUO	2022-05-20T00:00:00	21	32	33	78	39	41	61	79	51	51	37	40	37	35	95	33	63	99	93	50	10	10	38	57	11	-0.032468
ZUO	2022-05-27T00:00:00	21	33	34	79	16	37	45	82	42	42	53	40	37	26	96	33	64	99	93	37	12	8	38	56	11	0.002876
ZUO	2022-06-03T00:00:00	27	36	71	66	8	36	28	92	41	41	74	39	24	18	96	86	44	98	94	29	13	9	47	51	7	-0.060229
ZUO	2022-06-10T00:00:00	27	36	74	66	5	36	33	85	40	40	77	39	22	15	94	73	44	98	50	33	13	10	48	51	9	-0.057986
ZUO	2022-06-17T00:00:00	27	36	74	66	6	35	26	64	37	37	77	39	22	16	88	73	44	98	50	28	25	14	48	49	14	-0.042117
ZUO	2022-06-24T00:00:00	27	34	66	66	15	33	25	15	52	52	68	38	22	24	87	73	44	98	51	27	23	60	60	38	8	0.139797
ZUO	2022-07-01T00:00:00	27	36	69	66	12	29	17	75	53	53	71	39	22	21	87	73	44	98	51	22	27	82	57	46	23	-0.099901
ZUO	2022-07-08T00:00:00	27	35	59	66	33	33	27	16	56	56	59	38	22	30	77	73	44	98	52	29	30	83	49	49	31	0.096703
ZUO	2022-07-15T00:00:00	27	38	67	66	16	31	23	89	59	59	68	40	22	19	87	86	44	98	52	25	35	90	49	49	29	-0.129259
ZUO	2022-07-22T00:00:00	27	37	70	66	10	29	20	75	59	59	71	40	22	14	83	86	44	98	52	23	39	89	40	39	32	0.03107
ZUO	2022-07-29T00:00:00	27	39	72	65	8	26	15	91	57	57	72	40	22	13	89	85	44	99	51	19	41	91	50	31	27	-0.050223
ZUO	2022-08-05T00:00:00	27	38	71	63	8	25	15	36	58	58	71	40	22	13	80	84	43	98	53	18	48	86	43	23	26	0.090482
ZUO	2022-08-12T00:00:00	27	37	56	62	41	27	25	16	59	59	56	39	22	35	76	84	42	99	54	23	42	71	47	25	21	0.105603
ZUO	2022-08-19T00:00:00	27	38	66	62	17	30	61	78	60	60	67	40	23	26	81	83	41	99	54	42	49	76	57	21	19	-0.109162
ZUO	2022-08-26T00:00:00	27	41	69	61	10	27	27	94	62	62	69	41	23	22	78	82	41	99	51	24	52	77	56	22	16	-0.108315
ZUO	2022-09-02T00:00:00	25	41	46	46	17	29	66	82	60	60	70	41	16	22	61	43	43	68	47	45	52	78	54	21	22	-0.025767
ZUO	2022-09-09T00:00:00	25	40	46	46	14	24	19	53	60	60	72	41	16	20	59	43	43	68	48	18	50	75	54	20	18	0.049118
ZUO	2022-09-16T00:00:00	25	41	46	45	18	24	21	71	58	58	70	41	21	23	67	14	43	68	48	19	45	72	59	17	17	-0.063625
ZUO	2022-09-23T00:00:00	25	42	46	45	35	22	13	62	55	55	62	41	21	30	66	13	43	68	47	15	44	73	61	16	20	-0.058974
ZUO	2022-09-30T00:00:00	25	41	46	45	8	23	37	49	54	54	76	41	22	16	56	13	43	68	48	23	41	70	58	18	26	0.00545
ZUO	2022-10-07T00:00:00	25	42	46	45	25	28	72	58	53	53	68	41	22	26	46	13	43	68	48	50	38	69	56	17	28	0
ZUO	2022-10-14T00:00:00	25	44	47	45	22	24	20	85	55	55	70	42	22	24	40	13	43	68	47	19	41	69	61	13	22	-0.109756
ZUO	2022-10-21T00:00:00	25	42	46	45	11	21	10	42	56	56	72	42	22	19	32	13	42	68	47	13	40	66	75	17	14	0.083714
ZUO	2022-10-28T00:00:00	25	42	46	45	7	21	14	25	56	56	72	41	22	14	23	14	42	68	48	15	41	60	77	16	12	0.08427
ZUO	2022-11-04T00:00:00	25	42	46	45	14	22	25	53	52	52	48	42	22	21	23	13	42	67	48	21	41	60	75	14	13	-0.046632
ZUO	2022-11-11T00:00:00	25	39	46	44	19	22	23	12	56	56	44	41	21	24	17	14	41	67	49	20	54	65	96	15	15	0.134511
ZUO	2022-11-18T00:00:00	25	41	46	44	15	24	32	72	57	57	47	42	21	24	19	14	40	67	48	26	56	74	94	19	14	-0.08024
ZUO	2022-11-25T00:00:00	25	41	46	43	6	26	40	66	56	56	59	42	22	16	19	14	40	67	48	31	65	63	91	22	19	-0.013021
ZUO	2022-12-02T00:00:00	25	41	46	43	31	25	38	26	57	57	36	42	21	35	13	14	40	67	49	30	66	58	89	26	15	0.064644
ZUO	2022-12-09T00:00:00	22	47	48	43	22	22	20	96	68	68	47	44	23	27	33	13	43	69	57	19	58	69	71	45	16	-0.263941
ZUO	2022-12-16T00:00:00	22	46	48	43	18	26	36	85	67	67	54	44	36	25	26	67	43	69	57	29	57	69	68	44	17	-0.005051

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