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	2003-05-23T00:00:00	33	13	2	28	12	38	78	51	71	71	13	36	18	61	26	30	9	62	96	59	57	14	32	72	46	-0.03184
ZRAN	2003-05-30T00:00:00	33	9	20	28	1	32	51	10	72	72	26	34	18	61	22	30	9	61	96	39	60	13	26	72	46	0.141026
ZRAN	2003-06-06T00:00:00	33	11	4	28	8	31	42	48	70	70	14	35	18	61	27	30	9	62	96	33	57	10	24	72	46	-0.015633
ZRAN	2003-06-13T00:00:00	33	13	16	28	2	49	81	95	74	74	23	37	18	61	29	30	9	62	96	69	63	13	16	72	46	-0.1067
ZRAN	2003-06-20T00:00:00	33	12	3	29	10	72	93	57	73	73	13	36	18	61	19	30	9	62	96	87	57	6	14	72	46	0.05
ZRAN	2003-06-27T00:00:00	33	11	20	29	1	79	94	43	71	71	26	36	18	61	16	30	9	62	96	91	35	2	10	72	46	0.013228
ZRAN	2003-07-04T00:00:00	33	10	11	29	3	73	84	8	70	70	20	35	18	61	10	30	9	62	96	83	30	5	11	72	46	0.091906
ZRAN	2003-07-11T00:00:00	33	8	2	29	10	80	89	9	71	71	13	34	18	61	10	30	9	61	96	89	29	4	9	72	46	0.123386
ZRAN	2003-07-18T00:00:00	33	7	15	29	2	76	76	8	69	69	23	33	18	42	12	99	9	61	96	80	31	3	12	72	46	0.021286
ZRAN	2003-07-25T00:00:00	32	5	19	29	2	86	90	3	71	71	26	31	18	42	14	99	9	60	96	91	28	3	14	72	46	0.13714
ZRAN	2003-08-01T00:00:00	32	6	5	28	6	82	75	24	71	71	17	32	18	43	14	99	9	61	96	83	44	6	16	72	46	-0.032258
ZRAN	2003-08-08T00:00:00	31	8	7	28	5	58	23	79	75	75	17	33	17	44	18	99	9	61	95	39	39	3	21	72	46	-0.121212
ZRAN	2003-08-15T00:00:00	46	9	13	60	2	69	48	86	74	74	31	34	9	32	17	92	15	93	95	60	49	3	21	72	46	-0.007759
ZRAN	2003-08-22T00:00:00	46	7	18	60	2	70	57	32	73	73	33	33	9	31	26	91	16	92	95	65	45	3	17	72	46	0.092963
ZRAN	2003-08-29T00:00:00	46	8	1	60	14	81	87	49	72	72	21	34	9	31	41	98	16	92	95	88	47	3	15	72	46	-0.005167
ZRAN	2003-09-05T00:00:00	46	7	20	60	2	87	91	48	71	71	60	34	9	31	40	98	16	93	95	92	48	3	17	72	46	0.018777
ZRAN	2003-09-12T00:00:00	46	8	5	60	7	90	94	82	70	70	48	34	9	32	46	98	16	93	95	94	49	3	15	77	88	-0.019216
ZRAN	2003-09-19T00:00:00	46	9	17	59	2	94	98	77	67	67	59	34	9	32	61	98	16	93	95	98	54	3	16	77	89	-0.004398
ZRAN	2003-09-26T00:00:00	47	14	2	59	13	90	92	99	76	76	43	37	9	32	87	98	16	93	95	93	33	4	10	77	90	-0.193976
ZRAN	2003-10-03T00:00:00	47	13	18	59	2	75	50	91	74	74	59	37	9	32	86	98	16	93	95	65	27	4	11	77	90	0.043348
ZRAN	2003-10-10T00:00:00	48	20	17	59	2	71	38	100	75	75	58	39	9	32	82	98	16	94	95	55	43	11	44	67	89	-0.114136
ZRAN	2003-10-17T00:00:00	48	19	5	59	7	83	72	88	73	73	41	39	9	32	79	99	16	94	95	81	42	9	45	63	90	0.016712
ZRAN	2003-10-24T00:00:00	49	29	13	59	3	79	57	99	78	78	54	43	9	32	92	98	16	94	94	71	37	8	30	55	77	-0.19088
ZRAN	2003-10-31T00:00:00	49	27	14	59	2	77	53	77	79	79	55	41	9	32	93	99	16	94	95	67	33	6	31	57	78	0.094364
ZRAN	2003-11-07T00:00:00	49	30	9	58	4	74	34	93	77	77	49	42	9	33	93	98	16	94	94	56	37	6	31	57	78	-0.023952
ZRAN	2003-11-14T00:00:00	6	72	8	39	5	68	32	69	76	76	22	35	3	4	90	6	18	96	81	51	38	6	34	56	78	-0.007362
ZRAN	2003-11-21T00:00:00	6	72	20	39	2	28	6	67	74	74	31	35	3	2	85	6	18	96	81	12	31	3	31	61	72	-0.004944
ZRAN	2003-11-28T00:00:00	7	69	14	39	3	29	7	11	79	79	27	33	3	3	78	78	18	96	81	14	29	1	11	69	79	0.145963
ZRAN	2003-12-05T00:00:00	6	73	2	39	13	19	3	53	77	77	14	34	3	6	88	78	18	96	81	8	26	1	9	70	79	-0.063957
ZRAN	2003-12-12T00:00:00	6	70	11	39	4	19	3	32	76	76	24	34	4	3	88	78	18	96	81	8	30	1	6	68	81	0.023741
ZRAN	2003-12-19T00:00:00	6	71	18	40	2	7	2	77	75	75	31	35	3	2	90	78	18	96	81	3	29	1	7	71	81	-0.036765
ZRAN	2003-12-26T00:00:00	6	72	8	40	5	10	3	64	74	74	21	35	3	4	89	78	18	96	81	4	23	2	8	72	80	0.007046
ZRAN	2004-01-02T00:00:00	6	71	14	39	2	9	4	37	69	69	28	35	3	3	90	78	18	96	81	5	10	7	21	81	67	0.033819
ZRAN	2004-01-09T00:00:00	6	70	5	39	7	10	6	17	70	70	19	33	4	4	84	78	18	96	82	6	16	5	17	73	73	0.104343
ZRAN	2004-01-16T00:00:00	6	68	9	39	5	10	15	12	69	69	8	33	3	3	88	78	18	96	83	10	16	4	12	70	63	0.080184
ZRAN	2004-01-23T00:00:00	6	70	11	39	4	15	63	71	71	71	10	34	4	2	80	78	18	96	82	37	17	8	13	73	58	-0.071395
ZRAN	2004-01-30T00:00:00	6	70	14	39	2	10	40	68	70	70	13	34	4	2	89	78	18	96	82	21	18	8	13	73	58	-0.023422
ZRAN	2004-02-06T00:00:00	6	75	8	39	5	13	50	98	72	72	7	36	4	3	86	78	18	97	82	28	17	6	18	76	49	-0.124609
ZRAN	2004-02-13T00:00:00	6	77	4	39	9	11	29	98	71	71	4	37	4	4	84	78	18	97	81	15	22	7	16	76	45	-0.0405
ZRAN	2004-02-20T00:00:00	6	75	9	39	4	10	29	68	71	71	9	36	4	3	74	78	18	97	81	15	14	12	20	75	35	0.036623
ZRAN	2004-02-27T00:00:00	6	73	2	39	12	11	50	19	72	72	3	35	4	5	80	39	18	96	81	26	13	24	32	77	31	0.078443
ZRAN	2004-03-05T00:00:00	6	73	12	38	3	26	71	49	71	71	10	36	4	3	76	40	18	96	80	49	15	25	35	77	30	-0.012771
ZRAN	2004-03-12T00:00:00	6	74	15	38	2	45	80	65	69	69	11	36	4	2	68	42	18	96	80	65	16	17	34	84	35	-0.03937
ZRAN	2004-03-19T00:00:00	15	75	19	29	2	15	47	78	67	67	34	36	5	2	64	75	19	99	34	28	24	19	53	68	3	-0.036885
ZRAN	2004-03-26T00:00:00	16	75	8	30	5	16	40	32	65	65	24	36	5	4	57	77	19	99	32	25	22	22	49	60	4	0.027356
ZRAN	2004-04-02T00:00:00	16	74	6	30	7	7	8	27	64	64	48	36	9	5	61	56	19	99	34	5	25	23	42	40	4	0.053846
ZRAN	2004-04-09T00:00:00	16	75	3	29	11	6	4	21	63	63	44	35	9	6	55	56	19	99	34	3	26	22	45	37	3	0.01909
ZRAN	2004-04-16T00:00:00	16	73	21	29	1	9	13	54	57	57	82	35	9	2	45	55	19	99	33	7	25	28	32	32	2	-0.036915
ZRAN	2004-04-23T00:00:00	16	73	17	29	2	18	58	45	54	54	79	35	9	2	15	55	19	99	35	36	22	27	34	35	3	0.009725
ZRAN	2004-04-30T00:00:00	16	75	16	30	2	13	42	66	55	55	77	36	9	3	26	54	19	99	37	24	26	33	43	33	4	-0.063456
ZRAN	2004-05-07T00:00:00	16	73	1	32	16	13	27	26	51	51	60	35	9	8	16	54	19	99	39	15	30	37	40	41	5	0.026013
ZRAN	2004-05-14T00:00:00	18	72	17	50	2	10	25	37	50	50	81	35	10	1	17	39	19	99	3	13	41	42	43	43	4	-0.007665
ZRAN	2004-05-21T00:00:00	18	74	2	51	14	10	49	23	48	48	71	35	10	6	10	39	19	99	3	25	41	42	48	44	5	0.015449
ZRAN	2004-05-28T00:00:00	18	75	4	51	10	14	67	38	46	46	73	35	10	5	11	39	19	99	3	39	40	41	49	41	5	0.028087
ZRAN	2004-06-04T00:00:00	18	73	1	51	17	19	73	8	48	48	69	34	10	6	7	39	19	99	3	46	43	36	36	46	1	0.045532
ZRAN	2004-06-11T00:00:00	18	71	11	53	4	16	52	30	46	46	78	34	10	3	14	39	19	99	3	31	44	37	36	46	1	-0.004899
ZRAN	2004-06-18T00:00:00	18	73	19	52	2	18	52	73	47	47	82	35	10	1	15	39	19	99	3	33	34	28	34	68	1	-0.043764
ZRAN	2004-06-25T00:00:00	18	71	20	52	2	14	36	29	50	50	82	35	10	1	9	39	19	99	3	22	33	26	43	63	2	0.056636
ZRAN	2004-07-02T00:00:00	18	75	4	52	11	23	61	88	55	55	73	36	10	5	8	36	19	99	3	41	23	17	36	75	14	-0.067677
ZRAN	2004-07-09T00:00:00	18	77	3	52	13	25	62	92	59	59	72	37	10	5	8	36	19	99	3	41	26	19	48	72	18	-0.079559
ZRAN	2004-07-16T00:00:00	18	78	7	52	7	31	75	84	57	57	75	37	10	13	8	34	19	99	2	53	24	19	45	71	18	-0.025868
ZRAN	2004-07-23T00:00:00	18	77	18	52	2	31	75	86	57	57	81	37	10	10	4	34	19	99	3	53	23	17	45	71	18	-0.054404
ZRAN	2004-07-30T00:00:00	18	73	6	51	8	48	91	4	77	77	73	35	10	14	3	34	19	98	3	73	34	46	43	79	27	0.211644
ZRAN	2004-08-06T00:00:00	18	74	9	50	5	44	83	43	77	77	75	35	10	14	3	33	19	98	3	66	37	61	41	71	30	-0.085359
ZRAN	2004-08-13T00:00:00	22	75	18	35	2	31	42	59	76	76	76	36	4	11	3	67	26	99	7	34	36	60	50	70	31	-0.037701
ZRAN	2004-08-20T00:00:00	21	72	10	35	5	48	74	3	80	80	70	34	4	14	2	67	26	99	7	63	36	64	28	67	49	0.188182
ZRAN	2004-08-27T00:00:00	22	77	3	35	14	32	28	79	81	81	64	36	4	17	3	62	26	99	7	27	47	71	26	72	48	-0.108108
ZRAN	2004-09-03T00:00:00	22	80	2	35	17	24	14	91	81	81	60	37	4	18	7	62	26	99	7	16	47	73	18	67	52	-0.083636
ZRAN	2004-09-10T00:00:00	22	75	12	34	4	24	17	43	82	82	71	36	4	13	5	62	26	99	7	19	45	73	30	57	60	0.116402
ZRAN	2004-09-17T00:00:00	22	76	4	34	11	19	16	49	81	81	64	36	5	17	6	62	26	99	8	15	43	83	41	69	49	-0.005924
ZRAN	2004-09-24T00:00:00	22	76	21	34	2	60	89	72	81	81	77	37	4	11	16	62	26	99	7	78	46	88	44	72	64	-0.046484
ZRAN	2004-10-01T00:00:00	21	78	13	34	4	39	60	79	79	79	72	37	4	13	20	62	26	99	7	48	43	77	44	75	70	0.016875
ZRAN	2004-10-08T00:00:00	22	81	16	34	3	37	45	99	81	81	72	40	4	13	55	62	26	100	7	39	36	81	45	76	62	-0.154272
ZRAN	2004-10-15T00:00:00	22	81	21	34	2	73	97	97	81	81	75	40	4	11	61	62	26	100	7	89	34	85	44	79	68	-0.055233
ZRAN	2004-10-22T00:00:00	22	83	3	34	14	35	38	91	80	80	51	40	4	17	78	62	26	100	7	33	29	87	45	78	66	-0.006923
ZRAN	2004-10-29T00:00:00	23	86	2	34	14	21	17	100	83	83	52	44	4	17	90	62	26	100	7	16	28	80	48	59	70	-0.218435
ZRAN	2004-11-05T00:00:00	23	85	7	34	6	40	54	82	84	84	63	44	4	15	90	63	26	100	7	45	32	63	51	58	79	0.097126
ZRAN	2004-11-12T00:00:00	29	89	10	31	5	35	41	81	83	83	67	44	13	13	91	96	35	100	3	35	32	63	47	59	89	0.02168
ZRAN	2004-11-19T00:00:00	29	88	24	31	1	25	21	42	80	80	76	44	13	9	88	96	35	100	2	19	30	63	45	63	89	0.009726
ZRAN	2004-11-26T00:00:00	29	88	18	31	2	24	20	24	81	81	73	43	13	10	88	95	35	100	2	18	31	61	46	66	89	0.068301
ZRAN	2004-12-03T00:00:00	29	88	20	31	2	11	4	52	79	79	74	44	13	9	88	95	35	100	2	5	33	61	50	66	89	-0.005738
ZRAN	2004-12-10T00:00:00	29	90	2	31	16	10	4	86	79	79	59	45	13	15	91	95	35	100	2	5	35	63	51	69	84	-0.079967
ZRAN	2004-12-17T00:00:00	29	89	16	31	2	11	5	61	77	77	72	44	14	9	91	95	35	100	2	6	35	61	47	73	82	0.035842
ZRAN	2004-12-24T00:00:00	29	89	5	31	10	5	1	60	76	76	64	44	14	13	90	95	35	100	2	2	36	62	46	73	82	0.008651
ZRAN	2004-12-31T00:00:00	30	90	2	31	16	5	3	70	76	76	60	45	14	15	89	95	35	100	2	3	38	63	47	78	82	-0.006861
ZRAN	2005-01-07T00:00:00	30	90	14	31	3	6	4	94	70	70	70	45	14	9	84	95	35	100	2	4	34	60	47	76	81	-0.094128
ZRAN	2005-01-14T00:00:00	30	91	4	31	12	6	10	92	67	67	58	46	14	31	80	95	35	100	2	6	32	56	51	65	79	-0.020972
ZRAN	2005-01-21T00:00:00	30	91	7	31	8	7	39	93	66	66	61	46	14	27	86	95	35	100	2	19	13	50	49	62	75	-0.046738
ZRAN	2005-01-28T00:00:00	30	90	21	31	2	6	29	47	68	68	74	46	14	22	78	95	35	100	3	13	14	55	49	62	70	0.041879
ZRAN	2005-02-04T00:00:00	30	91	3	31	13	4	13	76	63	63	56	46	14	29	80	96	35	100	3	6	6	62	47	65	73	-0.00098
ZRAN	2005-02-11T00:00:00	29	90	12	31	4	5	21	23	65	65	66	45	15	25	75	96	35	100	2	9	6	67	48	71	73	0.048086
ZRAN	2005-02-18T00:00:00	29	89	20	31	2	5	25	20	62	62	72	45	15	23	72	95	35	100	2	11	6	72	47	75	73	0.019663
ZRAN	2005-02-25T00:00:00	29	90	5	31	10	4	17	26	60	60	59	45	15	29	58	90	35	100	3	7	7	71	44	74	72	0.002755
ZRAN	2005-03-04T00:00:00	29	90	7	31	8	3	4	56	58	58	61	45	15	29	59	90	35	100	3	2	7	78	35	77	67	-0.010989
ZRAN	2005-03-11T00:00:00	29	90	11	30	5	3	5	72	56	56	66	45	15	28	53	90	35	100	2	3	8	78	38	80	73	-0.032407
ZRAN	2005-03-18T00:00:00	29	90	13	30	3	3	5	66	51	51	71	46	16	31	51	90	35	100	3	3	8	81	33	78	69	-0.017225
ZRAN	2005-03-25T00:00:00	29	90	4	30	13	4	21	15	52	52	62	45	16	37	45	91	35	100	2	10	18	84	28	74	74	0.037001
ZRAN	2005-04-01T00:00:00	11	90	3	13	13	4	15	61	50	50	70	45	28	34	31	12	28	82	6	8	18	83	28	74	74	-0.031925
ZRAN	2005-04-08T00:00:00	12	90	10	13	5	6	57	46	48	48	77	46	28	27	22	12	28	82	6	28	10	69	27	68	69	0.00388
ZRAN	2005-04-15T00:00:00	11	90	16	13	2	8	68	87	61	61	67	47	29	25	25	12	28	82	6	36	9	63	29	69	66	-0.102415

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