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 ⌀
ZRAN	2009-02-20T00:00:00	5	73	8	75	10	45	33	73	49	49	7	45	85	77	20	20	10	100	95	36	81	74	95	86	38	-0.171386
ZRAN	2009-02-27T00:00:00	23	69	17	85	3	49	44	74	47	47	36	45	88	74	32	15	8	100	98	42	81	71	96	86	38	-0.064748
ZRAN	2009-03-06T00:00:00	25	63	10	85	7	52	49	5	54	54	33	40	88	77	14	15	8	100	98	49	83	76	88	81	40	0.186538
ZRAN	2009-03-13T00:00:00	28	58	13	85	6	45	30	2	62	62	89	38	86	76	8	16	8	99	98	33	81	63	87	78	41	0.293355
ZRAN	2009-03-20T00:00:00	30	58	13	84	6	42	24	7	60	60	90	38	86	75	6	17	8	99	98	29	80	62	88	78	42	0.06015
ZRAN	2009-03-27T00:00:00	30	58	18	84	3	40	29	22	56	56	93	38	86	73	8	17	8	99	98	31	80	62	88	79	42	0.056738
ZRAN	2009-04-03T00:00:00	32	56	18	83	3	53	73	13	54	54	93	37	85	74	8	18	8	99	98	65	79	57	84	77	43	0.128635
ZRAN	2009-04-10T00:00:00	32	59	2	83	25	54	67	46	54	54	85	38	85	83	11	18	8	99	98	62	79	57	85	79	46	-0.022795
ZRAN	2009-04-17T00:00:00	32	62	9	83	11	42	32	74	54	54	97	39	85	82	11	28	8	99	98	35	83	68	84	80	45	-0.047667
ZRAN	2009-04-24T00:00:00	32	62	7	83	14	40	32	87	54	54	97	40	85	83	14	28	8	99	98	34	84	71	80	81	44	-0.041534
ZRAN	2009-05-01T00:00:00	31	67	2	84	25	70	92	88	50	50	95	41	85	85	27	28	8	99	98	84	85	74	82	82	43	-0.027778
ZRAN	2009-05-08T00:00:00	25	64	3	17	24	86	98	67	47	47	35	41	89	82	30	46	10	80	99	96	84	73	86	83	45	0.057143
ZRAN	2009-05-15T00:00:00	22	59	2	18	27	89	97	22	44	44	25	39	88	82	19	44	10	80	99	97	82	70	83	82	46	0.055135
ZRAN	2009-05-22T00:00:00	22	54	21	18	3	91	94	13	38	38	51	38	88	71	13	44	10	80	99	97	81	67	83	81	47	0.102459
ZRAN	2009-05-29T00:00:00	22	57	13	18	6	93	96	24	36	36	42	38	88	75	14	44	10	80	99	98	85	69	87	81	46	0.026952
ZRAN	2009-06-05T00:00:00	22	55	13	18	7	93	84	39	35	35	42	39	88	76	22	44	10	80	99	95	86	70	86	82	46	0.020814
ZRAN	2009-06-12T00:00:00	21	56	12	18	8	87	53	48	32	32	39	39	88	76	30	12	10	80	99	77	89	80	92	82	48	-0.001773
ZRAN	2009-06-19T00:00:00	21	58	8	18	13	80	35	52	32	32	34	38	88	78	29	12	10	80	99	59	78	71	88	82	44	-0.035524
ZRAN	2009-06-26T00:00:00	21	58	6	18	15	69	25	61	30	30	31	39	88	80	27	12	10	80	99	45	89	75	87	82	44	-0.015654
ZRAN	2009-07-03T00:00:00	21	55	3	18	22	71	34	14	29	29	26	38	88	82	34	12	10	80	99	52	86	74	90	81	44	0.057998
ZRAN	2009-07-10T00:00:00	21	55	21	18	3	86	70	54	33	33	50	38	88	74	46	11	10	80	99	84	80	48	90	85	44	-0.06366
ZRAN	2009-07-17T00:00:00	21	55	19	18	3	89	83	19	35	35	46	37	88	41	41	11	10	80	99	90	80	51	90	85	45	0.102927
ZRAN	2009-07-24T00:00:00	20	58	2	18	27	88	80	73	35	35	22	38	88	60	46	11	11	80	99	88	86	65	88	85	46	-0.017979
ZRAN	2009-07-31T00:00:00	20	59	3	18	23	86	75	63	31	31	7	38	88	59	54	16	11	80	99	85	89	66	88	86	50	0.004359
ZRAN	2009-08-07T00:00:00	24	56	22	27	2	85	72	85	30	30	46	39	77	17	67	26	11	77	100	83	89	63	76	65	48	-0.030382
ZRAN	2009-08-14T00:00:00	23	56	12	26	7	84	65	45	30	30	36	39	76	25	71	26	11	77	100	79	90	63	73	63	48	0.029543
ZRAN	2009-08-21T00:00:00	23	59	3	26	19	80	50	58	29	29	28	39	76	30	71	27	11	78	100	68	90	64	77	65	48	0.008696
ZRAN	2009-08-28T00:00:00	22	57	18	25	3	90	80	51	28	28	40	39	76	22	72	26	11	78	100	89	88	71	72	62	50	-0.000862
ZRAN	2009-09-04T00:00:00	22	59	16	26	4	86	56	88	31	31	39	40	76	23	89	26	11	78	100	75	84	78	68	58	50	-0.056946
ZRAN	2009-09-11T00:00:00	21	62	3	25	22	91	76	94	29	29	25	41	76	31	97	27	11	78	99	87	90	78	58	58	49	-0.021043
ZRAN	2009-09-18T00:00:00	22	61	2	25	25	81	40	35	37	37	22	40	75	33	94	26	11	78	99	61	82	74	58	57	85	0.100935
ZRAN	2009-09-25T00:00:00	22	58	23	25	2	76	39	33	32	32	45	40	75	20	93	27	11	78	99	58	89	82	49	49	84	-0.010187
ZRAN	2009-10-02T00:00:00	22	61	10	25	9	62	27	79	38	38	32	41	75	26	97	27	11	78	100	43	96	86	47	62	70	-0.080617
ZRAN	2009-10-09T00:00:00	22	63	7	25	13	70	46	82	36	36	49	41	75	28	95	26	11	78	100	60	97	87	47	70	67	0.028918
ZRAN	2009-10-16T00:00:00	21	62	10	25	8	66	45	92	36	36	51	42	75	26	97	26	11	79	100	56	97	80	39	66	87	-0.043518
ZRAN	2009-10-23T00:00:00	21	66	4	25	21	67	41	87	36	36	39	43	75	31	95	26	11	79	99	54	97	79	37	65	87	-0.048341
ZRAN	2009-10-30T00:00:00	20	67	4	25	18	55	18	90	41	41	42	44	76	25	92	27	11	79	99	34	95	93	38	61	91	-0.116534
ZRAN	2009-11-06T00:00:00	20	64	8	25	10	42	9	49	47	47	50	43	75	24	90	69	11	79	99	22	96	98	54	60	90	0.085682
ZRAN	2009-11-13T00:00:00	49	71	10	42	7	62	49	43	46	46	66	43	67	32	92	94	9	100	98	56	74	77	76	93	43	0.021807
ZRAN	2009-11-20T00:00:00	49	70	15	41	4	64	55	53	45	45	71	43	67	32	88	82	9	100	98	61	60	82	61	82	45	-0.020325
ZRAN	2009-11-27T00:00:00	49	75	2	41	23	45	18	77	41	41	58	44	67	32	86	82	9	100	98	28	51	82	63	77	47	-0.03527
ZRAN	2009-12-04T00:00:00	48	68	21	41	2	45	19	13	52	52	76	42	67	32	80	82	9	100	98	30	73	85	74	76	51	0.116129
ZRAN	2009-12-11T00:00:00	48	68	14	42	4	34	10	17	50	50	71	42	67	32	80	83	9	100	98	19	60	79	82	81	36	0.003854
ZRAN	2009-12-18T00:00:00	48	70	8	42	10	28	10	26	49	49	64	43	67	32	86	83	9	100	98	16	58	77	75	79	34	0.009597
ZRAN	2009-12-25T00:00:00	48	70	7	42	10	22	6	17	47	47	64	42	68	32	86	83	9	99	98	11	56	63	73	74	40	0.058935
ZRAN	2010-01-01T00:00:00	47	68	21	41	2	30	24	29	46	46	76	42	68	32	85	83	9	99	98	24	61	65	78	83	52	-0.008079
ZRAN	2010-01-08T00:00:00	47	71	1	42	26	29	38	41	39	39	48	42	68	34	84	83	9	99	98	31	63	59	73	79	43	0.022624
ZRAN	2010-01-15T00:00:00	47	70	3	42	22	25	34	30	36	36	47	42	68	32	85	83	9	99	98	27	64	60	68	77	46	0.015929
ZRAN	2010-01-22T00:00:00	47	66	21	42	2	22	25	19	33	33	76	41	68	31	82	83	9	99	98	20	64	63	69	80	46	0.000871
ZRAN	2010-01-29T00:00:00	47	69	12	42	4	38	72	52	35	35	65	41	68	31	77	83	9	99	98	55	60	57	55	66	45	-0.045257
ZRAN	2010-02-05T00:00:00	46	70	2	42	23	40	76	43	33	33	46	42	68	32	70	83	9	99	98	59	60	59	52	65	44	-0.003646
ZRAN	2010-02-12T00:00:00	46	69	7	42	11	43	71	40	26	26	57	41	67	33	69	83	9	99	98	58	62	61	52	65	40	0.027447
ZRAN	2010-02-19T00:00:00	46	69	8	42	9	54	82	14	28	28	60	41	68	34	72	72	9	100	98	71	59	64	49	64	42	0.061443
ZRAN	2010-02-26T00:00:00	46	68	16	43	3	55	76	71	33	33	71	42	67	36	64	98	9	100	97	70	58	60	50	66	43	-0.048658
ZRAN	2010-03-05T00:00:00	30	72	18	45	2	57	62	44	32	32	40	42	64	45	44	94	8	100	98	62	55	63	49	63	49	0.059083
ZRAN	2010-03-12T00:00:00	30	75	13	47	5	63	72	96	43	43	37	44	64	50	35	94	8	100	97	71	68	73	44	63	61	-0.087427
ZRAN	2010-03-19T00:00:00	31	76	4	47	16	69	81	88	41	41	32	44	63	58	33	95	8	100	97	80	68	76	40	61	71	-0.013686
ZRAN	2010-03-26T00:00:00	30	75	19	48	2	57	64	77	40	40	45	44	63	47	31	95	8	100	97	63	62	76	41	43	79	0.00555
ZRAN	2010-04-02T00:00:00	30	76	12	48	5	60	66	50	40	40	40	44	63	51	22	96	8	100	97	66	60	63	41	44	80	0.021159
ZRAN	2010-04-09T00:00:00	30	77	15	48	3	63	71	89	40	40	42	45	63	69	34	95	8	100	97	70	60	62	38	41	82	-0.027928
ZRAN	2010-04-16T00:00:00	30	77	2	47	26	71	86	40	41	41	16	44	80	80	37	95	8	100	97	82	66	55	41	49	84	0.050046
ZRAN	2010-04-23T00:00:00	30	78	12	48	6	57	49	90	41	41	31	46	80	72	53	96	8	100	97	54	62	63	41	66	83	-0.041483
ZRAN	2010-04-30T00:00:00	30	82	1	49	27	62	60	97	46	46	14	47	80	81	60	96	8	100	97	64	43	64	44	66	82	-0.10221
ZRAN	2010-05-07T00:00:00	27	83	20	36	2	32	16	84	37	37	45	47	79	83	66	93	8	100	95	20	46	65	44	65	81	-0.082051
ZRAN	2010-05-14T00:00:00	26	83	7	35	10	28	14	71	38	38	30	47	79	88	54	78	9	100	100	17	47	63	52	68	77	0.052514
ZRAN	2010-05-21T00:00:00	26	80	22	35	2	30	18	15	32	32	39	45	78	81	42	78	8	100	100	20	54	63	27	41	62	0.018047
ZRAN	2010-05-28T00:00:00	26	82	10	35	7	34	27	32	31	31	32	46	78	86	41	78	8	100	100	28	64	80	28	39	71	0.007299
ZRAN	2010-06-04T00:00:00	26	82	2	35	25	22	12	30	29	29	23	45	78	90	47	78	8	100	100	14	64	84	27	39	70	-0.018634
ZRAN	2010-06-11T00:00:00	26	80	8	35	10	34	39	11	32	32	29	45	78	88	38	93	8	100	100	34	51	83	30	36	73	0.054852
ZRAN	2010-06-18T00:00:00	27	79	6	35	13	21	13	14	32	32	28	45	78	88	40	94	8	100	100	14	47	85	28	37	73	0.041
ZRAN	2010-06-25T00:00:00	27	80	10	35	7	12	4	43	32	32	31	45	78	87	42	94	8	100	100	5	42	81	29	46	73	-0.043228
ZRAN	2010-07-02T00:00:00	26	82	1	35	27	11	8	64	35	35	22	45	78	91	38	93	8	100	100	6	35	75	27	52	77	-0.080321
ZRAN	2010-07-09T00:00:00	26	79	15	35	4	13	13	54	31	31	34	45	78	85	31	93	8	100	100	10	42	81	25	57	72	0.048035
ZRAN	2010-07-16T00:00:00	26	78	21	35	3	24	57	45	28	28	40	45	78	86	31	93	8	100	100	38	42	65	17	47	63	-0.010417
ZRAN	2010-07-23T00:00:00	26	80	16	35	4	24	51	56	25	25	37	45	79	88	40	93	8	100	100	35	43	67	18	47	67	0.029474
ZRAN	2010-07-30T00:00:00	25	84	4	34	18	28	58	98	42	42	26	47	78	91	51	93	8	100	100	41	50	79	14	40	76	-0.120654
ZRAN	2010-08-06T00:00:00	20	85	2	29	25	40	80	83	41	41	1	48	72	92	50	86	11	81	95	62	50	76	15	39	75	0.017442
ZRAN	2010-08-13T00:00:00	20	82	23	28	2	46	81	74	38	38	10	48	72	86	43	83	11	81	99	65	38	82	11	36	76	-0.042286
ZRAN	2010-08-20T00:00:00	20	84	3	28	25	42	68	31	38	38	2	47	72	92	40	79	11	81	99	55	38	83	9	32	78	0.02864
ZRAN	2010-08-27T00:00:00	20	84	2	29	26	37	45	64	35	35	1	48	72	92	36	78	11	81	99	39	38	84	9	30	80	-0.020882
ZRAN	2010-09-03T00:00:00	20	84	5	28	16	42	51	77	33	33	3	48	72	91	47	78	11	81	99	45	36	91	10	28	86	0.005924
ZRAN	2010-09-10T00:00:00	19	87	18	28	3	42	56	99	53	53	9	50	72	87	65	78	11	82	99	49	57	98	18	10	67	-0.153121
ZRAN	2010-09-17T00:00:00	19	88	11	28	7	38	45	95	51	51	5	51	72	89	70	78	11	82	99	39	58	98	18	10	63	-0.011127
ZRAN	2010-09-24T00:00:00	19	89	3	28	20	18	7	79	52	52	2	51	72	91	63	77	11	81	99	9	59	98	19	12	58	0.039381
ZRAN	2010-10-01T00:00:00	19	88	5	28	16	20	12	33	54	54	3	50	73	90	61	77	11	81	99	13	56	94	20	11	36	0.050068
ZRAN	2010-10-08T00:00:00	19	87	18	28	3	17	22	59	51	51	10	51	72	87	67	77	11	81	99	16	56	94	22	12	38	-0.003866
ZRAN	2010-10-15T00:00:00	19	87	14	28	5	20	42	44	50	50	9	51	73	88	75	77	11	81	99	28	57	94	27	14	40	0.02458
ZRAN	2010-10-22T00:00:00	19	87	14	28	5	19	34	74	50	50	10	51	73	87	81	77	11	81	99	24	57	94	25	14	46	-0.026515
ZRAN	2010-10-29T00:00:00	19	90	2	28	25	16	21	95	53	53	2	52	73	92	79	78	11	81	99	15	59	93	28	12	21	-0.081712
ZRAN	2010-11-05T00:00:00	22	87	17	21	3	7	5	87	50	50	35	51	83	86	78	96	8	82	98	4	58	93	28	11	26	0.016949
ZRAN	2010-11-12T00:00:00	21	89	4	21	17	7	4	87	47	47	26	52	83	89	80	97	8	82	98	4	60	94	30	9	25	-0.030556
ZRAN	2010-11-19T00:00:00	22	89	4	21	18	8	7	75	38	38	24	52	83	89	85	97	8	82	98	5	52	90	22	11	25	-0.002865
ZRAN	2010-11-26T00:00:00	22	89	6	21	12	10	24	60	37	37	28	52	83	88	79	97	8	82	98	14	54	88	22	10	25	0.005747
ZRAN	2010-12-03T00:00:00	22	88	6	21	12	10	21	15	49	49	27	51	83	88	66	97	8	81	98	13	54	89	29	12	28	0.1
ZRAN	2010-12-10T00:00:00	22	86	8	21	9	11	32	7	51	51	30	50	83	87	53	97	8	81	98	18	53	89	24	11	21	0.074026
ZRAN	2010-12-17T00:00:00	22	86	15	21	3	9	23	41	51	51	37	51	83	85	58	97	8	82	98	13	54	90	26	11	17	-0.035067
ZRAN	2010-12-24T00:00:00	22	87	17	21	2	6	7	22	50	50	40	51	83	85	52	97	8	81	98	5	53	89	26	11	11	0.031328
ZRAN	2010-12-31T00:00:00	22	86	1	21	25	7	9	7	52	52	20	50	83	90	35	97	8	81	98	6	51	83	28	11	6	0.069259
ZRAN	2011-01-07T00:00:00	22	85	6	21	11	7	10	9	46	46	48	49	83	87	27	97	8	81	98	7	56	80	29	13	4	0.040909
ZRAN	2011-01-14T00:00:00	22	85	6	21	12	8	13	26	45	45	45	49	83	87	27	97	8	82	98	8	59	79	32	9	5	0.012009

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