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 ⌀
ZWS	2022-10-28T00:00:00	39	8	22	57	43	47	28	88	37	37	38	23	87	12	76	94	52	6	60	36	26	44	88	51	29	-0.062989
ZWS	2022-11-04T00:00:00	39	7	21	56	16	51	41	73	35	35	43	23	87	5	82	94	52	38	59	44	24	41	87	51	28	-0.000401
ZWS	2022-11-11T00:00:00	39	7	21	55	46	44	25	48	37	37	33	23	87	16	61	83	51	1	59	33	23	38	88	47	32	0.056763
ZWS	2022-11-18T00:00:00	39	8	20	55	46	49	38	44	35	35	32	23	87	17	63	82	51	1	59	43	18	35	89	43	32	-0.011951
ZWS	2022-11-25T00:00:00	39	7	20	55	14	47	39	17	35	35	47	23	87	5	46	81	51	41	59	42	21	23	84	51	38	0.043166
ZWS	2022-12-02T00:00:00	39	7	20	55	45	48	38	39	34	34	32	23	87	16	49	81	51	2	59	42	19	23	83	51	39	0.000819
ZWS	2022-12-09T00:00:00	39	7	20	54	9	45	36	42	33	33	52	23	87	3	59	81	51	54	59	39	20	24	84	52	37	-0.025708
ZWS	2022-12-16T00:00:00	39	8	20	54	42	47	38	84	39	39	32	24	87	16	73	80	51	3	59	41	25	29	92	60	35	-0.09979
ZWS	2022-12-23T00:00:00	39	8	20	54	21	35	18	76	39	39	41	24	87	8	72	80	51	28	58	24	25	28	92	59	36	-0.018343
ZWS	2022-12-30T00:00:00	40	9	19	54	39	38	24	83	38	38	10	25	87	14	71	80	51	7	58	29	26	30	93	57	34	-0.013028
ZWS	2023-01-06T00:00:00	40	8	19	54	14	37	37	45	39	39	23	24	87	5	80	81	51	39	58	32	33	37	94	51	30	0.051016
ZWS	2023-01-13T00:00:00	40	9	20	54	38	39	37	67	38	38	11	25	87	10	83	81	51	10	58	34	30	44	94	53	37	0.00903
ZWS	2023-01-20T00:00:00	40	10	20	53	42	43	65	97	41	41	8	26	87	11	89	81	51	3	58	52	36	56	97	50	37	-0.072227
ZWS	2023-01-27T00:00:00	40	10	20	53	30	41	57	72	42	42	13	25	88	7	82	80	51	16	59	45	34	59	96	47	35	0.032658
ZWS	2023-02-03T00:00:00	40	9	20	54	42	42	52	43	42	42	8	25	88	11	76	80	51	3	59	44	40	48	96	37	28	0.047935
ZWS	2023-02-10T00:00:00	39	8	20	53	29	34	23	12	40	40	14	24	88	7	76	74	51	16	60	26	49	35	98	37	16	0.032441
ZWS	2023-02-17T00:00:00	53	10	71	81	34	35	25	22	40	40	46	25	89	20	57	71	45	12	53	28	50	45	97	39	11	0.007713
ZWS	2023-02-24T00:00:00	53	9	71	80	12	33	22	33	36	36	52	24	89	19	51	72	45	38	54	25	75	58	97	35	12	-0.016699
ZWS	2023-03-03T00:00:00	53	9	71	80	9	31	27	38	35	35	56	25	89	19	49	71	45	48	53	24	78	61	97	36	12	0.006103
ZWS	2023-03-10T00:00:00	53	10	71	79	25	26	18	58	36	36	49	25	89	19	50	72	45	19	53	13	76	52	97	53	13	-0.077894
ZWS	2023-03-17T00:00:00	54	11	71	79	39	21	5	60	33	33	45	25	89	20	39	72	44	7	53	8	65	33	97	53	10	-0.036612
ZWS	2023-03-24T00:00:00	54	11	71	79	13	21	12	76	34	34	56	26	89	20	47	72	44	40	52	10	70	29	97	49	10	-0.033104
ZWS	2023-03-31T00:00:00	53	11	70	78	33	21	39	34	36	36	66	25	89	43	37	73	43	14	53	22	55	29	98	59	6	0.076049
ZWS	2023-04-07T00:00:00	53	11	71	78	34	29	74	76	38	38	64	26	89	44	41	73	43	14	52	51	54	32	93	80	8	-0.05945
ZWS	2023-04-14T00:00:00	53	11	71	78	8	30	72	44	37	37	74	26	89	43	33	73	43	54	52	51	50	29	94	80	11	0.024879
ZWS	2023-04-21T00:00:00	52	11	70	78	40	32	75	33	36	36	55	26	89	42	29	73	42	6	52	51	53	39	92	81	9	0.01944
ZWS	2023-04-28T00:00:00	58	11	67	47	38	32	69	15	36	36	60	25	88	43	26	62	45	7	57	48	54	50	96	77	9	0.026667
ZWS	2023-05-05T00:00:00	58	11	67	49	22	31	45	25	34	34	70	25	88	43	31	63	45	25	58	37	56	53	96	80	9	-0.003206
ZWS	2023-05-12T00:00:00	59	11	67	51	13	31	42	56	33	33	79	26	91	44	36	64	44	39	58	35	60	57	96	79	10	-0.023741
ZWS	2023-05-19T00:00:00	60	10	66	51	8	28	29	13	36	36	82	25	91	45	24	65	43	50	59	28	62	66	96	83	9	0.072858
ZWS	2023-05-26T00:00:00	60	9	66	51	16	32	49	19	35	35	80	25	91	45	22	65	43	34	60	39	70	66	96	84	8	0.005825
ZWS	2023-06-02T00:00:00	60	9	66	51	32	29	29	7	37	37	77	24	91	45	15	67	43	14	61	27	65	71	86	79	6	0.076674
ZWS	2023-06-09T00:00:00	60	8	65	51	10	32	37	9	37	37	82	24	91	45	16	67	43	44	61	33	63	59	84	80	7	0.056413
ZWS	2023-06-16T00:00:00	60	8	65	51	22	34	57	27	34	34	79	24	91	45	14	66	43	23	62	43	64	61	84	81	6	-0.001184
ZWS	2023-06-23T00:00:00	60	8	65	51	19	40	78	20	32	32	79	23	91	45	13	66	43	25	62	59	64	63	84	84	6	-0.005848
ZWS	2023-06-30T00:00:00	59	8	65	51	28	42	81	15	32	32	78	23	91	66	9	66	43	18	62	61	64	57	86	84	5	0.055328
ZWS	2023-07-07T00:00:00	59	8	65	51	13	40	54	45	35	35	81	24	91	65	9	66	43	37	61	46	59	50	80	82	9	-0.029377
ZWS	2023-07-14T00:00:00	59	8	64	50	28	52	86	27	35	35	78	24	91	64	9	65	43	18	62	73	56	47	81	81	11	0.040627
ZWS	2023-07-21T00:00:00	59	8	65	50	30	56	85	40	32	32	77	24	91	64	8	74	43	16	59	75	56	48	79	81	9	0.006264
ZWS	2023-07-28T00:00:00	64	7	63	83	28	69	93	6	41	41	78	23	88	80	7	77	39	18	70	85	50	58	69	80	9	0.1138
ZWS	2023-08-04T00:00:00	63	7	62	81	22	77	94	22	41	41	79	23	88	80	7	77	39	25	70	89	49	53	70	78	8	-0.018731
ZWS	2023-08-11T00:00:00	61	7	62	80	14	76	89	33	40	40	81	23	88	80	7	75	39	35	69	87	51	51	70	80	9	-0.016749
ZWS	2023-08-18T00:00:00	61	7	62	80	23	78	90	40	38	38	79	23	88	79	7	74	38	23	69	88	52	51	70	81	9	-0.018724
ZWS	2023-08-25T00:00:00	61	7	62	80	14	81	91	40	37	37	81	23	88	79	8	74	38	35	69	89	48	45	58	68	9	0.001406
ZWS	2023-09-01T00:00:00	60	7	62	79	18	82	81	25	36	36	80	23	88	79	10	75	38	28	69	86	48	45	54	70	5	0.029863
ZWS	2023-09-08T00:00:00	60	7	62	79	6	83	83	49	35	35	84	23	88	79	10	74	38	59	69	87	46	43	57	73	7	-0.025624
ZWS	2023-09-15T00:00:00	60	7	62	79	15	83	76	64	33	33	82	23	88	79	13	74	38	35	69	85	44	44	50	75	5	-0.014897
ZWS	2023-09-22T00:00:00	60	7	62	79	15	90	95	56	33	33	81	23	88	79	13	74	38	35	69	96	39	35	52	72	4	-0.029499
ZWS	2023-09-29T00:00:00	60	7	62	79	12	89	90	41	33	33	82	23	88	79	19	74	38	41	69	93	29	18	33	79	4	0.014485
ZWS	2023-10-06T00:00:00	60	7	62	79	16	88	84	70	29	29	80	23	88	79	24	74	38	35	74	89	26	20	35	80	5	-0.055706
ZWS	2023-10-13T00:00:00	60	7	62	79	18	88	82	53	28	28	78	23	88	79	23	74	38	32	75	89	25	20	39	84	7	0.002673
ZWS	2023-10-20T00:00:00	60	8	62	79	38	88	80	67	28	28	69	23	88	96	31	74	38	11	74	88	18	26	32	72	16	-0.035453
ZWS	2023-10-27T00:00:00	60	7	62	79	13	87	83	36	26	26	78	23	95	96	46	67	38	41	72	88	18	30	28	70	17	0.007422
ZWS	2023-11-03T00:00:00	63	8	60	83	38	87	67	14	35	35	70	22	95	97	34	63	33	10	74	81	16	30	21	65	23	0.111338
ZWS	2023-11-10T00:00:00	64	7	60	83	44	84	52	12	33	33	69	22	94	96	36	63	33	3	74	71	15	28	20	68	19	0.005254
ZWS	2023-11-17T00:00:00	63	7	60	83	15	82	53	16	33	33	79	22	94	96	30	62	32	35	74	68	16	28	17	47	26	0.054829
ZWS	2023-11-24T00:00:00	64	7	60	83	7	85	62	34	33	33	83	22	94	96	41	61	32	56	74	75	24	38	21	33	32	-0.003292
ZWS	2023-12-01T00:00:00	64	8	60	83	16	73	41	62	31	31	79	23	94	96	52	61	32	34	74	58	18	49	18	57	26	-0.010911
ZWS	2023-12-08T00:00:00	64	8	60	83	6	76	47	72	31	31	83	23	94	96	58	61	32	61	73	63	24	53	19	44	39	-0.016091
ZWS	2023-12-15T00:00:00	65	9	60	83	36	70	42	74	27	27	74	23	94	96	74	61	32	11	74	56	16	57	23	28	45	-0.001337
ZWS	2023-12-22T00:00:00	65	9	60	83	25	75	59	57	26	26	76	23	94	96	75	61	32	22	74	69	17	58	22	26	43	0.020084
ZWS	2023-12-29T00:00:00	65	9	60	83	13	90	89	83	27	27	79	23	94	93	84	61	32	38	73	93	29	61	28	30	42	-0.017703
ZWS	2024-01-05T00:00:00	65	9	60	83	16	90	86	86	29	29	79	24	94	93	84	61	32	36	73	91	22	54	22	29	46	-0.050331
ZWS	2024-01-12T00:00:00	65	10	60	83	45	92	89	66	25	25	66	24	94	94	88	61	32	3	74	93	22	55	22	29	45	0.007901
ZWS	2024-01-19T00:00:00	65	9	60	83	42	91	82	29	26	26	65	23	94	94	90	61	32	6	74	90	26	59	17	32	51	0.026273
ZWS	2024-01-26T00:00:00	64	9	60	83	10	86	58	24	24	24	81	23	95	95	92	62	32	46	74	76	24	46	15	19	58	0.027345
ZWS	2024-02-02T00:00:00	64	8	60	83	10	81	46	12	24	24	82	23	95	94	88	62	32	47	74	67	23	42	12	13	53	0.039756
ZWS	2024-02-09T00:00:00	49	8	63	65	8	71	34	13	24	24	53	23	62	95	85	12	25	54	23	53	23	35	23	21	59	0.043754
ZWS	2024-02-16T00:00:00	50	9	63	65	26	71	42	53	27	27	52	23	95	94	87	12	26	24	22	58	19	36	24	12	59	-0.036007
ZWS	2024-02-23T00:00:00	50	8	63	65	11	65	25	27	27	27	59	23	94	94	86	12	26	46	22	44	16	35	23	11	58	0.019049
ZWS	2024-03-01T00:00:00	50	8	63	64	21	54	17	36	26	26	56	23	94	93	91	12	26	30	21	31	16	35	22	12	58	0.016145
ZWS	2024-03-08T00:00:00	51	8	63	64	17	57	25	39	24	24	58	23	94	93	90	12	26	36	21	36	13	40	19	12	58	-0.003103
ZWS	2024-03-15T00:00:00	51	8	63	63	25	66	55	53	22	22	56	23	94	93	91	12	26	28	21	61	12	34	8	13	61	-0.014084
ZWS	2024-03-22T00:00:00	51	8	62	63	40	70	67	30	23	23	50	23	94	92	90	13	26	14	21	72	13	40	8	15	57	0.033321
ZWS	2024-03-29T00:00:00	51	8	62	62	45	81	84	24	22	22	48	23	94	82	88	13	26	8	21	86	12	36	8	14	59	0.027617
ZWS	2024-04-05T00:00:00	51	8	62	62	27	86	88	57	25	25	28	23	94	82	90	13	26	29	21	90	15	15	13	3	75	-0.039127
ZWS	2024-04-12T00:00:00	51	8	62	62	51	76	67	40	23	23	16	23	94	82	90	13	26	4	20	75	17	18	16	3	78	-0.007781
ZWS	2024-04-19T00:00:00	51	7	62	62	9	80	74	41	21	21	49	23	94	82	87	13	26	56	20	81	16	20	13	3	75	-0.006898
ZXAIY	2011-05-27T00:00:00	98	68	87	85	43	23	39	47	83	83	89	45	86	1	37.5	74	93	86	54	28	78	65	52	34	60	0.000169
ZXAIY	2011-06-03T00:00:00	98	77	88	85	43	23	39	100	83	83	52	47	86	1	37.5	74	93	86	54	28	78	65	52	34	60	-0.212982
ZXAIY	2011-06-10T00:00:00	98	76	88	86	43	23	39	77	94	94	37	46	86	1	37.5	74	93	86	54	27	78	65	52	34	60	-0.027491
ZXAIY	2011-06-17T00:00:00	98	74	88	86	43	23	39	78	91	91	89	47	86	1	37.5	74	93	86	54	28	78	65	52	34	60	-0.004417
ZXAIY	2011-06-24T00:00:00	98	72	88	86	43	23	39	2	96	96	37	45	86	1	37.5	74	93	86	54	27	78	65	52	34	60	0.176797
ZXAIY	2011-07-01T00:00:00	98	72	88	86	43	23	39	44	94	94	57	46	86	1	37.5	74	93	86	54	27	78	65	52	34	60	-0.016588
ZXAIY	2011-07-08T00:00:00	98	75	88	86	43	23	39	64	91	91	41	46	86	1	37.5	74	93	86	54	28	78	65	52	34	60	-0.009392
ZXAIY	2011-07-15T00:00:00	98	72	88	86	43	23	39	30	88	88	51	46	86	1	37.5	74	93	86	54	28	78	65	52	34	60	0.013158
ZXAIY	2011-07-22T00:00:00	98	64	88	86	43	45	59	2	91	91	86	44	86	1	37.5	74	93	86	54	52	78	65	52	34	60	0.169213
ZXAIY	2011-07-29T00:00:00	98	68	88	86	43	14	4	13	90	90	53	44	86	1	37.5	74	93	86	54	7	78	65	52	34	60	-0.051454
ZXAIY	2011-08-05T00:00:00	98	65	88	85	43	24	16	29	88	88	76	44	86	1	37.5	74	92	85	54	17	78	65	52	34	60	-0.076287
ZXAIY	2011-08-12T00:00:00	98	69	87	85	43	32	28	55	82	82	53	44	86	1	37.5	74	93	84	54	27	78	65	52	34	60	-0.049403
ZXAIY	2011-08-19T00:00:00	97	73	81	76	43	92	98	5	81	81	53	40	86	1	37.5	74	87	89	54	97	78	65	52	34	60	0.079035
ZXAIY	2011-08-26T00:00:00	97	79	81	77	43	67	78	88	85	85	58	42	86	1	37.5	74	87	90	54	76	78	65	52	34	60	-0.132316
ZXAIY	2011-09-02T00:00:00	97	81	82	77	43	54	39	86	79	79	33	42	86	1	37.5	74	87	90	54	45	78	65	52	34	60	-0.013406
ZXAIY	2011-09-09T00:00:00	97	78	82	76	43	69	83	95	79	79	68	43	86	1	37.5	74	87	90	54	79	78	65	52	34	60	-0.061783
ZXAIY	2011-09-16T00:00:00	97	83	81	76	43	96	99	95	73	73	32	43	86	1	37.5	74	87	90	54	98	78	65	52	34	60	-0.02874
ZXAIY	2011-09-23T00:00:00	97	80	82	76	43	94	97	56	64	64	73	42	86	1	37.5	74	87	89	54	97	78	65	52	34	60	-0.025396
ZXAIY	2011-09-30T00:00:00	97	73	81	76	43	92	85	7	86	86	80	41	86	1	37.5	74	87	89	54	92	78	65	52	34	60	0.223524
ZXAIY	2011-10-07T00:00:00	97	79	81	76	43	79	67	72	89	89	50	42	86	1	37.5	74	87	89	54	75	78	65	52	34	60	-0.155725
ZXAIY	2011-10-14T00:00:00	97	81	81	76	43	97	96	84	85	85	46	43	86	1	37.5	74	87	89	54	98	78	65	52	34	60	0.009026
ZXAIY	2011-10-21T00:00:00	97	80	82	76	43	52	28	89	84	84	52	43	86	1	37.5	74	87	90	54	39	78	65	52	34	60	-0.029358

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