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	2007-03-23T00:00:00	93	37	18	96	2	12	29	11	65	65	9	40	85	80	13	43	14	97	65	17	39	60	78	45	7	0.055152
ZRAN	2007-03-30T00:00:00	93	39	14	95	3	18	72	39	65	65	8	40	85	81	9	98	14	98	63	44	44	67	83	44	7	-0.022401
ZRAN	2007-04-06T00:00:00	92	35	20	95	2	24	83	15	65	65	8	39	84	80	8	98	14	97	63	54	19	73	35	70	37	0.048179
ZRAN	2007-04-13T00:00:00	92	35	8	95	7	33	88	19	62	62	8	39	84	83	8	98	14	97	64	62	19	71	33	69	36	0.024103
ZRAN	2007-04-20T00:00:00	20	41	1	66	22	46	93	9	61	61	13	38	69	22	6	29	10	99	74	72	16	65	39	68	37	0.041051
ZRAN	2007-04-27T00:00:00	20	35	11	67	4	35	73	6	62	62	31	37	70	22	3	29	10	99	73	55	14	50	40	89	27	0.060463
ZRAN	2007-05-04T00:00:00	20	36	7	68	7	39	72	26	60	60	25	38	70	24	3	30	11	99	74	57	17	48	43	91	25	-0.010412
ZRAN	2007-05-11T00:00:00	24	85	22	35	1	49	87	66	60	60	61	38	78	13	3	25	9	99	83	71	21	54	39	90	29	-0.041082
ZRAN	2007-05-18T00:00:00	24	85	2	36	18	58	90	27	58	58	35	38	77	22	3	26	9	99	84	77	18	49	44	87	34	0.033438
ZRAN	2007-05-25T00:00:00	24	84	12	36	4	54	78	63	59	59	51	38	78	18	4	26	9	99	84	69	18	49	43	85	31	-0.019211
ZRAN	2007-06-01T00:00:00	24	84	21	36	1	64	88	25	58	58	62	38	77	15	3	26	9	99	84	79	17	49	38	83	39	0.038144
ZRAN	2007-06-08T00:00:00	24	83	18	37	2	67	88	46	56	56	59	38	78	16	3	26	9	99	84	81	17	49	38	84	38	-0.015392
ZRAN	2007-06-15T00:00:00	25	85	8	37	7	74	93	70	53	53	45	38	78	20	3	26	9	99	84	87	15	45	38	80	54	-0.013616
ZRAN	2007-06-22T00:00:00	25	86	15	37	3	78	96	62	48	48	55	38	78	17	4	26	9	99	84	90	15	48	39	80	53	-0.014826
ZRAN	2007-06-29T00:00:00	25	84	20	37	2	75	90	22	49	49	61	37	77	16	3	25	9	99	84	86	15	40	34	66	58	0.039958
ZRAN	2007-07-06T00:00:00	25	83	16	37	3	67	66	13	48	48	56	37	77	16	4	26	9	99	84	69	8	28	30	72	56	0.042914
ZRAN	2007-07-13T00:00:00	25	83	21	37	1	74	82	46	48	48	63	37	77	13	6	26	9	99	84	81	6	26	28	74	51	-0.017703
ZRAN	2007-07-20T00:00:00	25	85	2	37	18	70	63	60	45	45	36	38	77	19	12	25	9	99	84	69	6	25	29	73	47	-0.024842
ZRAN	2007-07-27T00:00:00	25	84	16	37	3	74	75	53	41	41	55	37	77	13	27	25	9	99	84	78	8	27	27	81	42	-0.050949
ZRAN	2007-08-03T00:00:00	25	85	10	36	5	75	68	70	43	43	48	38	77	16	34	97	9	99	83	75	6	27	21	85	49	-0.054737
ZRAN	2007-08-10T00:00:00	31	84	21	93	2	66	46	84	36	36	53	39	76	30	39	96	13	99	82	58	3	29	16	97	18	-0.047884
ZRAN	2007-08-17T00:00:00	30	85	17	93	2	65	48	67	34	34	51	39	76	30	37	96	13	99	82	58	3	32	18	97	17	-0.004678
ZRAN	2007-08-24T00:00:00	30	84	15	93	3	75	75	35	40	40	50	38	76	31	38	92	13	99	81	78	2	28	25	96	15	0.056992
ZRAN	2007-08-31T00:00:00	30	85	6	93	9	78	85	76	40	40	49	39	76	31	44	91	13	99	81	84	2	27	33	96	11	-0.040022
ZRAN	2007-09-07T00:00:00	30	84	19	93	2	73	68	30	38	38	50	38	76	31	45	92	13	99	81	73	2	23	49	96	12	0.023741
ZRAN	2007-09-14T00:00:00	30	83	3	92	16	68	54	8	47	47	48	37	76	31	41	91	13	99	81	62	2	24	51	99	7	0.075792
ZRAN	2007-09-21T00:00:00	30	82	2	92	18	67	55	9	44	44	50	37	76	31	42	91	13	99	82	63	2	24	48	100	8	0.05205
ZRAN	2007-09-28T00:00:00	30	80	22	92	1	58	38	18	41	41	66	36	76	31	53	91	13	99	82	47	3	15	44	100	8	0.009495
ZRAN	2007-10-05T00:00:00	30	82	4	93	14	44	20	51	38	38	50	37	76	31	64	91	13	99	82	29	3	16	45	100	13	0
ZRAN	2007-10-12T00:00:00	30	81	20	93	2	47	28	60	34	34	63	37	76	31	60	91	13	99	82	35	2	27	47	100	23	-0.012376
ZRAN	2007-10-19T00:00:00	30	80	12	93	4	57	47	17	29	29	54	36	76	31	67	91	13	99	83	51	3	28	44	100	20	0.019048
ZRAN	2007-10-26T00:00:00	29	70	10	93	6	46	24	1	81	81	50	32	76	30	43	91	13	98	83	32	24	76	25	100	27	0.301525
ZRAN	2007-11-02T00:00:00	29	72	1	92	18	56	52	18	81	81	38	33	76	30	52	92	13	99	83	55	26	78	27	99	40	-0.060847
ZRAN	2007-11-09T00:00:00	55	74	15	68	3	74	86	35	79	79	50	33	65	27	35	24	12	98	92	83	33	75	31	98	43	-0.055936
ZRAN	2007-11-16T00:00:00	55	75	3	68	13	79	90	64	78	78	41	33	65	27	35	24	12	98	91	88	31	73	34	99	41	-0.035379
ZRAN	2007-11-23T00:00:00	55	74	10	68	5	78	87	54	77	77	47	33	65	28	36	35	12	98	92	86	29	67	37	98	38	-0.021211
ZRAN	2007-11-30T00:00:00	56	76	7	68	8	69	68	66	75	75	44	34	65	27	50	36	12	98	91	71	30	66	32	98	38	-0.014898
ZRAN	2007-12-07T00:00:00	54	72	23	68	1	64	58	17	76	76	56	33	65	27	29	36	12	98	92	63	27	62	42	93	42	0.098992
ZRAN	2007-12-14T00:00:00	55	74	4	68	11	73	81	53	75	75	41	33	66	27	47	36	12	98	91	80	29	63	47	86	44	-0.060467
ZRAN	2007-12-21T00:00:00	55	74	10	68	5	93	99	50	73	73	46	33	66	38	60	36	12	98	92	97	29	61	46	86	46	0.004882
ZRAN	2007-12-28T00:00:00	55	74	3	68	12	89	97	63	72	72	41	33	66	39	57	36	12	98	91	95	31	66	50	88	47	-0.014576
ZRAN	2008-01-04T00:00:00	57	76	6	68	8	87	90	84	61	61	43	34	66	37	69	36	12	98	91	91	35	69	35	85	41	-0.091887
ZRAN	2008-01-11T00:00:00	59	80	4	68	11	85	74	93	64	64	36	35	66	33	81	36	12	99	90	83	32	53	36	89	31	-0.112043
ZRAN	2008-01-18T00:00:00	61	82	1	68	19	85	70	92	63	63	29	36	66	32	88	36	12	99	91	81	23	44	38	89	24	-0.088382
ZRAN	2008-01-25T00:00:00	64	83	20	68	2	80	57	98	61	61	54	38	66	32	93	36	12	99	90	71	12	55	23	83	23	-0.092683
ZRAN	2008-02-01T00:00:00	73	88	3	68	13	88	85	100	62	62	33	41	66	32	94	36	12	99	88	90	41	57	17	64	30	-0.147177
ZRAN	2008-02-08T00:00:00	71	87	18	68	2	84	66	88	62	62	53	40	66	32	92	37	12	99	88	78	38	59	15	61	33	0.004728
ZRAN	2008-02-15T00:00:00	70	88	5	68	9	84	59	80	55	55	37	40	66	32	93	36	12	99	88	74	37	58	16	60	32	0.009412
ZRAN	2008-02-22T00:00:00	69	87	4	68	13	81	52	27	61	61	35	39	66	32	94	42	12	99	89	69	33	59	14	68	27	0.047397
ZRAN	2008-02-29T00:00:00	96	72	7	78	7	71	30	28	60	60	41	39	59	26	92	15	15	99	90	50	32	59	13	72	24	0.018546
ZRAN	2008-03-07T00:00:00	95	71	1	78	19	53	16	22	57	57	34	38	58	26	92	15	15	99	91	32	35	55	14	83	27	-0.002913
ZRAN	2008-03-14T00:00:00	95	66	17	77	2	45	13	16	55	55	51	38	57	27	92	16	15	99	90	25	37	53	12	77	28	0.013148
ZRAN	2008-03-21T00:00:00	95	70	3	76	13	27	6	53	50	50	41	39	57	28	93	17	15	99	90	12	36	56	12	79	28	-0.033165
ZRAN	2008-03-28T00:00:00	95	68	19	76	2	12	2	46	48	48	57	39	25	28	95	18	14	99	89	5	37	56	12	79	28	0.014914
ZRAN	2008-04-04T00:00:00	95	69	3	76	16	14	2	39	46	46	45	39	25	28	93	18	14	99	90	5	34	51	12	79	24	0.048494
ZRAN	2008-04-11T00:00:00	95	71	11	76	4	16	5	88	48	48	49	40	25	28	92	18	14	99	89	8	42	55	18	79	25	-0.102313
ZRAN	2008-04-18T00:00:00	95	71	20	75	1	20	21	80	45	45	59	40	25	26	92	18	14	99	89	17	46	54	19	78	30	0.008587
ZRAN	2008-04-25T00:00:00	95	69	12	76	3	23	35	29	50	50	51	39	25	26	86	18	14	99	87	26	39	38	18	77	21	0.078173
ZRAN	2008-05-02T00:00:00	95	72	7	77	8	29	51	81	51	51	45	40	25	26	79	18	14	99	87	38	41	42	16	72	16	-0.066762
ZRAN	2008-05-09T00:00:00	96	70	20	80	1	32	68	57	48	48	57	40	43	28	79	21	14	99	85	50	38	45	11	71	18	0.003077
ZRAN	2008-05-16T00:00:00	29	70	2	17	17	28	47	28	53	53	31	39	49	22	75	60	12	78	91	35	36	50	9	75	19	0.082822
ZRAN	2008-05-23T00:00:00	29	69	14	17	3	29	49	26	51	51	48	39	49	16	72	61	12	78	90	36	41	52	8	68	22	-0.016289
ZRAN	2008-05-30T00:00:00	29	67	6	17	8	33	57	14	52	52	39	39	49	19	58	61	12	78	90	43	42	57	7	65	22	0.053276
ZRAN	2008-06-06T00:00:00	29	62	11	17	4	25	17	10	50	50	46	38	49	16	57	61	12	78	91	18	44	65	7	63	18	0.042379
ZRAN	2008-06-13T00:00:00	29	69	10	17	5	24	17	77	63	63	45	40	49	17	65	48	12	78	90	17	38	50	11	58	28	-0.114754
ZRAN	2008-06-20T00:00:00	29	74	2	17	17	33	56	91	64	64	30	41	49	22	70	47	12	79	90	43	38	53	9	66	31	-0.1
ZRAN	2008-06-27T00:00:00	29	72	3	17	14	23	20	76	62	62	32	41	50	22	62	46	12	79	90	18	37	59	9	70	31	-0.02716
ZRAN	2008-07-04T00:00:00	29	73	11	17	4	26	31	82	59	59	45	41	50	16	55	45	12	79	90	26	27	22	12	52	27	-0.07022
ZRAN	2008-07-11T00:00:00	29	74	11	17	5	33	69	87	56	56	45	43	49	19	59	45	12	79	90	51	26	20	12	60	22	-0.066424
ZRAN	2008-07-18T00:00:00	29	75	4	17	10	34	73	84	51	51	38	43	49	20	57	45	12	79	90	53	26	23	12	61	22	-0.004873
ZRAN	2008-07-25T00:00:00	29	75	19	17	2	41	84	86	44	44	54	44	49	14	67	45	12	79	92	65	27	26	14	62	22	-0.025465
ZRAN	2008-08-01T00:00:00	29	81	22	16	1	54	90	99	59	59	30	47	49	13	77	45	12	80	90	75	28	29	21	61	11	-0.176884
ZRAN	2008-08-08T00:00:00	28	79	15	16	3	33	38	73	61	61	25	46	55	18	76	47	12	79	91	33	28	26	32	47	13	0.075702
ZRAN	2008-08-15T00:00:00	15	70	4	37	11	25	16	50	61	61	49	46	59	21	74	36	12	100	84	18	30	28	25	54	14	0.054484
ZRAN	2008-08-22T00:00:00	15	66	1	37	18	28	21	17	59	59	44	45	59	24	75	24	12	99	84	22	33	30	26	56	14	0.023681
ZRAN	2008-08-29T00:00:00	14	68	13	37	3	24	19	83	58	58	58	46	60	16	81	24	12	100	84	19	35	33	22	58	13	-0.064143
ZRAN	2008-09-05T00:00:00	14	71	2	37	16	21	14	83	56	56	46	46	60	23	82	25	12	100	84	15	35	34	23	59	16	-0.052809
ZRAN	2008-09-12T00:00:00	14	70	14	37	3	19	11	61	54	54	59	47	60	16	74	25	12	100	84	12	36	37	30	60	20	-0.007117
ZRAN	2008-09-19T00:00:00	15	70	1	37	19	16	11	39	51	51	44	47	60	24	63	25	12	100	84	10	59	62	48	55	33	0.033453
ZRAN	2008-09-26T00:00:00	15	65	13	36	3	9	3	29	46	46	59	46	60	17	66	24	12	100	85	4	62	69	55	42	43	-0.015029
ZRAN	2008-10-03T00:00:00	14	69	14	36	3	11	10	70	53	53	60	47	60	17	70	24	12	100	84	8	76	43	61	68	46	-0.16784
ZRAN	2008-10-10T00:00:00	15	61	14	36	3	13	24	23	31	31	65	45	60	16	43	24	12	100	85	15	78	65	78	30	87	-0.042313
ZRAN	2008-10-17T00:00:00	14	66	1	36	20	15	44	44	26	26	45	46	60	24	34	25	12	100	85	26	78	60	83	32	59	-0.011782
ZRAN	2008-10-24T00:00:00	15	63	8	36	7	12	16	38	22	22	58	45	60	19	22	24	12	100	86	11	79	58	81	33	60	-0.077496
ZRAN	2008-10-31T00:00:00	15	53	16	36	3	11	15	4	57	57	69	42	59	35	11	25	12	99	88	9	80	88	84	47	54	0.315024
ZRAN	2008-11-07T00:00:00	15	53	14	36	3	14	31	21	54	54	12	42	59	37	14	25	12	100	87	19	81	88	84	46	54	-0.056511
ZRAN	2008-11-14T00:00:00	4	72	17	75	2	17	42	55	55	55	10	43	86	62	17	22	10	100	95	27	80	85	86	47	61	-0.164063
ZRAN	2008-11-21T00:00:00	4	73	11	75	4	20	54	48	50	50	7	43	86	65	14	21	10	100	95	35	80	85	89	40	39	-0.088785
ZRAN	2008-11-28T00:00:00	4	69	12	75	5	17	32	10	58	58	7	42	86	65	9	20	10	99	95	22	77	79	93	83	38	0.28547
ZRAN	2008-12-05T00:00:00	4	70	4	75	13	38	67	18	55	55	3	41	86	71	8	20	10	99	95	53	78	79	93	84	39	-0.019947
ZRAN	2008-12-12T00:00:00	5	71	5	76	10	33	59	24	51	51	4	41	86	70	5	20	10	99	95	45	77	76	90	83	39	0.044776
ZRAN	2008-12-19T00:00:00	4	72	17	76	2	36	60	74	49	49	10	43	86	61	5	20	10	99	95	48	78	75	90	85	39	-0.083117
ZRAN	2008-12-26T00:00:00	4	75	1	75	21	55	94	86	51	51	1	44	86	74	7	20	10	100	95	76	80	77	92	85	38	-0.096317
ZRAN	2009-01-02T00:00:00	4	74	18	75	2	53	88	56	51	51	11	44	86	61	5	20	10	100	95	72	81	81	94	86	38	0.117555
ZRAN	2009-01-09T00:00:00	4	76	8	76	8	44	62	49	45	45	7	43	86	69	6	20	10	100	95	53	79	77	95	86	39	0.002805
ZRAN	2009-01-16T00:00:00	4	73	8	75	7	48	62	76	46	46	8	44	86	77	8	20	10	100	95	55	80	77	96	86	38	-0.097902
ZRAN	2009-01-23T00:00:00	4	74	17	75	3	60	93	80	45	45	17	44	86	72	15	20	10	100	95	79	82	79	96	87	38	-0.069767
ZRAN	2009-01-30T00:00:00	4	77	3	75	18	60	90	72	44	44	3	45	86	80	20	20	10	100	95	78	82	79	96	87	38	-0.01
ZRAN	2009-02-06T00:00:00	4	72	19	75	2	63	89	17	45	45	18	43	85	71	16	20	10	99	95	80	80	77	97	86	38	0.156566
ZRAN	2009-02-13T00:00:00	5	71	14	75	4	53	49	26	44	44	13	43	85	74	13	21	10	100	95	49	79	74	97	86	38	-0.02329

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