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 ⌀
ZZ	2007-02-09T00:00:00	65	81	79	46	34	86	87	15	29	29	85	28	73	28	43	80.5	75	29	73	90	15	24	33	28	97	0.040467
ZZ	2007-02-16T00:00:00	66	82	79	45	52	55	48	48	29	29	74	28	73	28	43	80.5	75	10	73	52	19	22	31	20	95	-0.011296
ZZ	2007-02-23T00:00:00	54	81	81	87	42	47	30	4	59	59	56	26	73	24	43	80.5	75	20	73	36	32	25	13	59	80	0.122428
ZZ	2007-03-02T00:00:00	53	80	81	86	42	44	27	9	50	50	54	26	73	25	43	80.5	75	21	73	32	50	29	19	58	81	-0.026546
ZZ	2007-03-09T00:00:00	54	80	81	85	53	50	46	17	48	48	47	26	73	25	43	80.5	75	10	73	48	50	26	22	61	83	0.002911
ZZ	2007-03-16T00:00:00	54	79	80	84	11	55	54	29	46	46	35	26	73	37	43	80.5	75	69	73	56	51	33	21	59	81	-0.002903
ZZ	2007-03-23T00:00:00	54	81	81	84	54	61	61	47	41	41	4	26	73	38	43	80.5	75	12	73	63	54	32	19	57	82	0.018596
ZZ	2007-03-30T00:00:00	54	80	80	84	40	63	60	38	39	39	11	27	73	38	43	80.5	76	30	73	64	51	28	15	57	82	-0.003441
ZZ	2007-04-06T00:00:00	56	82	79	33	62	75	82	82	40	40	40	27	73	38	20	80.5	79	3	73	82	62	23	40	35	46	-0.019431
ZZ	2007-04-13T00:00:00	57	82	80	33	43	66	63	87	41	41	62	27	73	34	22	80.5	79	26	73	67	61	28	46	42	38	-0.019876
ZZ	2007-04-20T00:00:00	57	82	79	33	30	92	95	66	38	38	65	27	73	33	24	80.5	79	39	73	95	57	24	70	47	35	0.01699
ZZ	2007-04-27T00:00:00	57	82	79	33	56	93	95	49	35	35	61	27	73	32	24	80.5	79	11	73	96	60	19	70	54	29	0.007066
ZZ	2007-05-04T00:00:00	57	82	79	34	39	91	91	75	19	19	63	28	73	33	27	80.5	79	29	73	93	57	17	51	55	35	-0.023368
ZZ	2007-05-11T00:00:00	59	83	79	38	20	91	89	71	18	18	78	28	73	37	34	80.5	79	51	73	93	59	19	49	54	37	-0.008341
ZZ	2007-05-18T00:00:00	61	84	79	40	17	88	76	74	16	16	83	28	73	38	53	80.5	79	57	73	85	62	21	46	58	34	-0.019892
ZZ	2007-05-25T00:00:00	61	84	79	40	27	87	74	66	14	14	74	28	73	38	71	80.5	79	44	73	84	62	22	45	57	34	0
ZZ	2007-06-01T00:00:00	60	83	79	40	16	74	42	40	18	18	85	28	73	38	60	80.5	79	59	73	59	59	22	37	47	44	0.033826
ZZ	2007-06-08T00:00:00	60	84	79	40	29	64	28	52	21	21	73	28	73	38	70	80.5	79	42	73	45	57	22	35	50	41	-0.019632
ZZ	2007-06-15T00:00:00	61	85	79	41	62	67	36	54	19	19	36	28	73	78	76	80.5	79	5	73	51	59	22	35	62	28	0.00241
ZZ	2007-06-22T00:00:00	61	84	79	41	11	67	47	59	18	18	92	28	73	78	74	80.5	79	72	73	58	56	12	31	63	24	-0.013934
ZZ	2007-06-29T00:00:00	60	85	79	41	31	59	32	35	18	18	74	28	73	78	74	80.5	79	43	73	46	56	16	32	63	23	0.014131
ZZ	2007-07-06T00:00:00	61	84	79	41	16	57	33	52	17	17	88	28	73	78	74	80.5	79	62	73	44	56	16	29	61	25	0.003638
ZZ	2007-07-13T00:00:00	50	89	82	52	61	51	32	91	24	24	34	29	73	68	81	80.5	82	9	73	40	42	16	26	67	19	-0.050068
ZZ	2007-07-20T00:00:00	48	88	81	53	50	51	33	27	30	30	36	28	73	67	69	80.5	82	21	73	40	59	24	22	61	38	0.047339
ZZ	2007-07-27T00:00:00	49	88	81	52	66	60	52	60	33	33	39	28	73	68	70	80.5	82	2	73	57	46	17	26	79	20	-0.07737
ZZ	2007-08-03T00:00:00	48	87	81	51	17	59	42	51	29	29	80	28	73	69	71	80.5	82	60	73	51	44	20	29	80	26	-0.020412
ZZ	2007-08-10T00:00:00	45	86	81	49	13	55	40	26	29	29	79	28	73	72	68	80.5	82	67	73	48	54	27	44	83	21	0.057935
ZZ	2007-08-17T00:00:00	46	86	81	48	42	56	39	44	27	27	55	28	73	73	66	80.5	82	29	73	47	48	22	46	84	18	-0.03061
ZZ	2007-08-24T00:00:00	46	87	81	48	59	60	54	66	23	23	42	28	73	73	80	80.5	82	11	73	58	54	26	34	90	20	-0.007861
ZZ	2007-08-31T00:00:00	46	87	81	48	63	56	47	54	23	23	37	28	73	73	81	80.5	82	6	73	52	47	33	19	86	21	0.010609
ZZ	2007-09-07T00:00:00	46	87	81	48	20	38	14	58	22	22	22	28	73	73	78	80.5	82	55	73	23	46	35	16	88	17	-0.017075
ZZ	2007-09-14T00:00:00	47	88	81	47	44	58	60	91	27	27	10	29	73	74	83	80.5	82	29	73	60	60	33	17	56	37	-0.060633
ZZ	2007-09-21T00:00:00	47	88	81	47	41	48	41	88	22	22	11	29	73	74	85	80.5	82	32	73	43	59	33	17	50	36	0.00072
ZZ	2007-09-28T00:00:00	47	88	82	47	44	46	43	79	18	18	9	29	73	73	87	80.5	82	28	73	43	58	37	18	49	36	-0.004242
ZZ	2007-10-05T00:00:00	55	89	81	65	63	63	69	93	16	16	37	30	73	84	86	80.5	84	6	73	68	61	43	19	46	52	-0.03069
ZZ	2007-10-12T00:00:00	56	89	82	65	27	55	58	95	18	18	56	31	73	84	87	80.5	84	44	73	56	66	46	23	37	63	-0.049169
ZZ	2007-10-19T00:00:00	56	89	82	65	62	45	42	77	12	12	46	31	73	84	87	80.5	84	7	73	41	68	46	20	48	63	-0.023741
ZZ	2007-10-26T00:00:00	54	88	81	65	62	50	47	31	23	23	46	30	73	85	83	80.5	84	8	73	47	68	60	17	57	60	0.064526
ZZ	2007-11-02T00:00:00	55	88	82	65	12	49	45	53	21	21	61	30	73	84	83	80.5	84	70	73	46	67	75	41	26	87	-0.034454
ZZ	2007-11-09T00:00:00	54	87	81	63	62	32	16	31	18	18	36	30	73	83	80	80.5	84	7	73	20	67	79	50	29	82	0
ZZ	2007-11-16T00:00:00	52	85	81	63	62	29	13	6	27	27	34	29	73	83	68	80.5	84	8	73	18	73	89	34	12	82	0.071289
ZZ	2007-11-23T00:00:00	54	86	81	63	42	30	17	54	32	32	49	29	73	83	67	80.5	84	29	73	20	62	76	52	8	65	-0.075219
ZZ	2007-11-30T00:00:00	54	87	81	63	44	22	9	42	30	30	48	30	73	83	72	80.5	84	27	73	12	62	77	55	6	65	0.019546
ZZ	2007-12-07T00:00:00	54	87	81	63	52	18	7	61	27	27	39	30	73	85	73	80.5	84	18	73	10	62	76	55	6	65	0.003092
ZZ	2007-12-14T00:00:00	54	87	81	64	53	20	13	56	26	26	89	30	73	85	61	80.5	84	18	73	14	61	75	53	8	68	-0.039766
ZZ	2007-12-21T00:00:00	54	86	81	64	34	29	44	67	22	22	95	30	73	84	68	80.5	84	38	73	35	59	69	47	6	69	-0.00634
ZZ	2007-12-28T00:00:00	56	88	82	64	31	28	36	94	28	28	96	31	73	85	77	80.5	84	41	73	30	70	80	72	9	81	-0.073742
ZZ	2008-01-04T00:00:00	58	89	83	64	42	34	54	97	38	38	92	32	73	85	80	80.5	84	29	73	43	76	74	27	10	67	-0.12888
ZZ	2008-01-11T00:00:00	58	89	82	64	11	51	86	84	35	35	100	32	73	84	72	80.5	84	71	73	71	75	73	28	9	67	-0.021822
ZZ	2008-01-18T00:00:00	58	89	82	64	28	39	54	68	31	31	94	31	73	84	72	80.5	84	42	73	45	75	75	27	9	67	-0.029881
ZZ	2008-01-25T00:00:00	57	89	82	64	39	41	58	37	30	30	86	31	73	84	70	80.5	84	30	73	49	84	70	41	13	68	0.048523
ZZ	2008-02-01T00:00:00	49	86	82	72	25	39	49	10	56	56	63	30	73	90	51	80.5	86	44	73	43	58	70	52	33	65	0.187123
ZZ	2008-02-08T00:00:00	51	88	82	72	50	40	45	63	60	60	57	31	73	89	60	80.5	86	16	73	42	64	69	65	39	54	-0.111864
ZZ	2008-02-15T00:00:00	51	87	82	72	32	37	36	55	59	59	61	31	73	89	61	80.5	86	35	73	34	64	69	65	38	54	-0.004771
ZZ	2008-02-22T00:00:00	52	89	83	71	56	27	15	79	57	57	53	31	73	89	51	80.5	86	9	73	18	66	69	68	33	56	-0.036433
ZZ	2008-02-29T00:00:00	55	90	83	70	52	18	7	94	59	59	50	32	73	88	58	80.5	86	14	73	10	69	68	70	20	69	-0.093532
ZZ	2008-03-07T00:00:00	56	91	84	70	37	19	11	95	61	61	11	33	73	88	64	80.5	86	25	73	12	63	69	67	11	62	-0.120746
ZZ	2008-03-14T00:00:00	59	91	85	69	50	21	20	96	60	60	4	34	73	88	68	80.5	86	12	73	17	57	71	72	25	62	-0.093633
ZZ	2008-03-21T00:00:00	59	90	85	68	32	23	38	81	58	58	13	34	73	88	66	80.5	86	31	73	26	62	67	74	23	63	0.011019
ZZ	2008-03-28T00:00:00	58	90	85	68	17	45	85	50	59	59	23	34	73	88	62	80.5	86	49	73	68	51	58	69	28	48	0.051771
ZZ	2008-04-04T00:00:00	59	91	85	67	38	28	45	89	56	56	10	35	73	88	65	80.5	87	26	73	33	60	64	72	30	48	-0.050518
ZZ	2008-04-11T00:00:00	58	90	85	31	40	28	46	59	47	47	10	34	73	89	64	43	84	22	18	34	55	62	66	30	47	0.001364
ZZ	2008-04-18T00:00:00	59	91	85	31	55	24	29	88	41	41	2	35	73	89	72	43	84	4	18	23	46	61	56	30	49	-0.032698
ZZ	2008-04-25T00:00:00	60	90	85	31	7	17	10	86	39	39	60	35	73	89	75	43	84	71	18	10	45	64	56	30	53	-0.039437
ZZ	2008-05-02T00:00:00	61	92	85	32	22	14	7	94	36	36	29	36	73	88	79	43	83	41	18	9	47	68	57	26	48	-0.054252
ZZ	2008-05-09T00:00:00	63	92	85	36	35	12	6	85	32	32	12	36	73	87	80	40	83	26	18	7	48	65	65	28	45	-0.023256
ZZ	2008-05-16T00:00:00	64	92	85	39	17	13	9	85	28	28	20	37	73	87	84	83	82	48	28	9	49	67	62	29	44	-0.001587
ZZ	2008-05-23T00:00:00	64	92	85	39	13	14	17	78	24	24	24	37	73	87	84	82	82	54	28	13	44	63	63	36	39	-0.028617
ZZ	2008-05-30T00:00:00	64	93	85	39	55	11	8	69	25	25	1	37	73	87	82	82	82	4	28	7	43	64	62	36	39	0.018003
ZZ	2008-06-06T00:00:00	64	92	85	39	19	12	18	82	22	22	18	38	73	82	76	82	82	45	28	12	44	67	62	37	42	-0.049839
ZZ	2008-06-13T00:00:00	64	92	85	39	29	11	12	60	21	21	13	37	73	82	71	82	82	34	28	9	44	64	57	37	33	-0.001692
ZZ	2008-06-20T00:00:00	64	92	85	40	51	10	11	38	20	20	3	37	73	82	66	82	82	10	28	8	41	59	60	33	28	0.008475
ZZ	2008-06-27T00:00:00	63	92	84	40	57	8	7	20	19	19	1	37	73	82	57	82	82	3	28	5	41	71	59	42	27	0.003361
ZZ	2008-07-04T00:00:00	63	91	84	40	58	8	8	5	22	22	1	35	73	82	44	82	82	1	29	6	43	69	60	47	22	0.043551
ZZ	2008-07-11T00:00:00	57	90	85	87	30	8	10	45	22	22	12	36	73	83	45	6	79	34	21	7	43	68	58	53	20	-0.049759
ZZ	2008-07-18T00:00:00	57	90	85	87	27	8	12	33	20	20	15	36	73	83	39	6	79	37	20	8	40	59	52	50	30	0.028716
ZZ	2008-07-25T00:00:00	55	89	85	87	45	8	16	8	37	37	6	35	73	83	30	37	79	17	20	9	33	35	39	35	69	0.124795
ZZ	2008-08-01T00:00:00	55	89	85	87	50	8	13	34	35	35	3	35	73	83	29	37	79	10	20	8	37	43	34	37	70	-0.029197
ZZ	2008-08-08T00:00:00	54	88	85	87	21	10	25	19	33	33	17	35	73	83	20	38	79	44	20	14	38	40	41	31	72	0.054135
ZZ	2008-08-15T00:00:00	52	88	85	87	36	12	43	14	33	33	7	35	73	83	14	37	79	25	20	25	38	34	44	28	76	0.067047
ZZ	2008-08-22T00:00:00	54	90	85	87	44	16	64	83	48	48	6	36	73	83	18	37	79	18	20	38	34	34	39	28	75	-0.122995
ZZ	2008-08-29T00:00:00	54	89	85	87	20	24	87	62	47	47	16	36	73	83	13	37	79	44	20	55	34	33	42	27	75	0.019817
ZZ	2008-09-05T00:00:00	52	88	85	87	56	21	63	6	55	55	1	34	73	83	5	37	79	2	21	41	32	30	13	4	92	0.136024
ZZ	2008-09-12T00:00:00	51	87	84	87	53	22	69	4	53	53	2	33	73	83	4	38	79	7	21	43	33	39	27	4	96	0.046053
ZZ	2008-09-19T00:00:00	51	87	84	86	40	34	90	20	47	47	7	34	73	83	4	37	79	21	22	64	42	38	33	4	93	0.006289
ZZ	2008-09-26T00:00:00	52	86	84	86	22	30	77	65	52	52	16	34	73	83	5	37	79	42	22	54	42	32	25	11	89	-0.1025
ZZ	2008-10-03T00:00:00	54	89	85	86	53	35	84	89	67	67	2	36	73	77	12	37	79	7	21	60	29	13	12	58	89	-0.253482
ZZ	2008-10-10T00:00:00	53	88	86	33	33	42	92	85	69	69	12	37	73	70	20	94	81	29	18	69	31	8	6	68	33	-0.272388
ZZ	2008-10-17T00:00:00	55	88	86	33	10	25	39	95	62	62	44	38	73	70	24	94	80	66	18	29	18	4	4	51	12	-0.102564
ZZ	2008-10-24T00:00:00	56	89	87	33	37	28	50	94	62	62	12	38	73	70	33	77	80	25	18	36	24	3	10	63	16	-0.202857
ZZ	2008-10-31T00:00:00	56	90	86	33	52	55	97	76	64	64	4	39	73	70	29	77	81	9	17	81	22	7	11	68	15	0.157706
ZZ	2008-11-07T00:00:00	57	89	87	33	19	64	98	91	61	61	23	39	73	71	30	77	81	46	17	84	26	6	10	65	14	-0.133127
ZZ	2008-11-14T00:00:00	59	91	86	32	28	62	92	86	57	57	12	40	73	71	31	77	80	37	17	80	30	5	14	70	16	-0.175
ZZ	2008-11-21T00:00:00	58	89	86	33	14	53	64	58	49	49	22	38	73	70	29	77	80	56	17	59	36	7	15	41	25	-0.056277
ZZ	2008-11-28T00:00:00	56	87	86	33	42	27	27	8	70	70	7	37	73	70	22	76	80	21	17	25	35	9	36	90	25	0.380734
ZZ	2008-12-05T00:00:00	56	87	86	33	39	23	22	23	68	68	8	38	73	69	32	77	80	24	18	21	35	9	40	91	25	-0.049834
ZZ	2008-12-12T00:00:00	57	87	86	33	23	16	10	57	63	63	16	39	73	69	37	77	80	44	17	11	34	12	47	92	25	-0.038462
ZZ	2008-12-19T00:00:00	58	91	86	33	51	13	9	87	62	62	3	40	73	69	44	77	80	12	17	9	42	15	54	93	24	-0.12
ZZ	2008-12-26T00:00:00	58	89	86	33	19	16	13	74	61	61	19	40	73	69	54	77	80	50	17	13	40	14	56	93	24	-0.012397
ZZ	2009-01-02T00:00:00	58	87	86	33	33	13	9	41	60	60	13	40	73	69	60	77	80	34	17	9	37	11	60	93	25	0.125523

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