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 ⌀
ZIPR	2006-06-09T00:00:00	20	69	8	20	26	7	30	63	56	56	62	66	88	32	7	58	6	64	69	15	84	75	5	30	34	-0.047831
ZIPR	2006-06-16T00:00:00	21	71	2	20	44	8	37	67	54	54	40	66	88	36	11	58	6	64	69	19	81	81	5	41	33	-0.023364
ZIPR	2006-06-23T00:00:00	20	78	1	20	51	9	48	99	72	72	32	70	88	38	22	58	6	65	69	25	84	78	10	36	33	-0.149522
ZIPR	2006-06-30T00:00:00	21	69	4	20	33	20	74	26	84	84	51	67	88	34	9	58	6	64	69	47	74	73	20	40	38	0.192686
ZIPR	2006-07-07T00:00:00	21	71	3	19	41	36	87	56	84	84	41	67	88	34	7	58	6	64	69	64	73	71	21	42	40	-0.033019
ZIPR	2006-07-14T00:00:00	21	69	16	19	12	24	71	46	82	82	79	67	88	61	8	58	6	64	69	46	61	9	48	70	48	-0.035366
ZIPR	2006-07-21T00:00:00	21	75	9	19	27	20	51	95	83	83	65	69	88	64	18	58	6	64	69	31	39	4	20	62	59	-0.11378
ZIPR	2006-07-28T00:00:00	20	79	6	19	36	21	53	98	82	82	57	71	88	66	29	58	6	65	69	33	55	4	55	59	34	-0.089872
ZIPR	2006-08-04T00:00:00	20	81	1	19	56	19	43	89	81	81	37	71	88	72	24	58	6	65	69	27	55	4	55	60	34	-0.001567
ZIPR	2006-08-11T00:00:00	25	81	7	68	32	18	40	92	78	78	83	71	88	61	36	58	6	88	69	25	58	5	48	61	34	-0.054945
ZIPR	2006-08-18T00:00:00	24	82	1	68	56	6	5	73	78	78	36	71	88	67	31	58	6	88	69	4	57	5	48	60	35	0.034884
ZIPR	2006-08-25T00:00:00	24	80	16	68	13	19	61	51	77	77	73	71	88	55	31	58	6	88	69	38	56	5	45	58	37	0.009631
ZIPR	2006-09-01T00:00:00	24	82	5	68	37	16	41	94	73	73	51	72	88	63	36	58	6	89	69	26	61	6	51	68	30	-0.042925
ZIPR	2006-09-08T00:00:00	24	81	17	68	11	22	40	44	65	65	77	72	88	55	27	58	6	88	69	28	60	4	53	62	36	0.024917
ZIPR	2006-09-15T00:00:00	24	80	5	68	37	12	12	9	73	73	49	70	88	63	14	58	6	88	69	10	58	5	49	59	35	0.103728
ZIPR	2006-09-22T00:00:00	24	78	3	67	49	7	5	3	75	75	39	69	88	66	9	58	6	87	69	4	33	10	65	30	38	0.057269
ZIPR	2006-09-29T00:00:00	24	75	19	67	9	7	8	7	70	70	80	69	88	55	12	58	6	87	69	6	21	11	64	29	43	0.022222
ZIPR	2006-10-06T00:00:00	24	76	3	67	47	7	7	12	66	66	43	69	88	65	9	58	6	87	69	6	23	10	63	30	46	0.025815
ZIPR	2006-10-13T00:00:00	24	77	1	68	57	7	9	49	64	64	65	69	88	67	11	58	6	87	69	6	24	15	68	36	44	-0.005298
ZIPR	2006-10-20T00:00:00	24	75	10	68	24	8	19	17	61	61	92	69	88	59	5	58	6	87	69	10	22	10	67	35	48	0.034621
ZIPR	2006-10-27T00:00:00	24	74	3	67	45	6	6	12	60	60	74	68	88	64	13	58	6	87	69	4	22	9	66	36	47	0.045045
ZIPR	2006-11-03T00:00:00	24	74	3	67	46	7	24	30	60	60	77	68	88	63	47	58	6	87	69	12	20	9	65	39	42	-0.01601
ZIPR	2006-11-10T00:00:00	31	75	3	47	46	13	74	87	64	64	85	69	88	72	59	58	7	89	69	41	18	10	70	43	40	-0.061327
ZIPR	2006-11-17T00:00:00	31	73	2	47	51	22	87	37	65	65	86	68	88	69	39	94	7	88	10	55	18	9	73	38	41	0.066667
ZIPR	2006-11-24T00:00:00	31	72	6	47	37	25	88	47	62	62	91	68	88	69	23	94	7	88	10	57	17	10	72	38	41	0
ZIPR	2006-12-01T00:00:00	31	74	19	47	11	28	91	92	68	68	100	70	88	68	38	94	7	89	10	61	16	8	69	33	53	-0.07625
ZIPR	2006-12-08T00:00:00	31	74	18	48	11	24	69	69	67	67	100	69	88	68	35	94	7	89	10	46	16	8	67	34	53	0.031123
ZIPR	2006-12-15T00:00:00	32	78	17	48	13	32	80	96	70	70	99	71	88	68	44	94	7	89	10	57	21	12	62	41	56	-0.070866
ZIPR	2006-12-22T00:00:00	32	75	5	48	37	42	85	25	72	72	92	70	88	68	22	94	7	89	10	66	21	19	52	36	59	0.056497
ZIPR	2006-12-29T00:00:00	32	76	3	48	49	40	80	56	67	67	87	70	88	68	27	94	7	89	10	62	22	20	52	36	60	0.001337
ZIPR	2007-01-05T00:00:00	31	76	2	48	53	22	33	21	65	65	83	69	88	68	25	94	7	88	10	24	24	15	59	32	53	0.016021
ZIPR	2007-01-12T00:00:00	31	74	20	48	11	35	67	32	63	63	100	69	88	34	16	94	7	88	10	51	26	17	51	32	62	0.018397
ZIPR	2007-01-19T00:00:00	32	75	7	48	36	36	63	50	61	61	86	69	88	33	15	94	7	89	10	49	24	15	54	21	72	-0.011613
ZIPR	2007-01-26T00:00:00	32	74	21	48	11	16	19	70	58	58	100	70	88	33	19	94	7	89	10	14	26	16	52	13	77	-0.020888
ZIPR	2007-02-02T00:00:00	32	77	3	48	49	22	30	81	55	55	77	70	88	33	23	94	7	89	10	22	26	21	53	12	80	0
ZIPR	2007-02-09T00:00:00	31	76	11	48	24	13	15	74	49	49	93	70	88	33	17	94	7	89	10	11	26	21	52	13	80	-0.006667
ZIPR	2007-02-16T00:00:00	31	77	6	48	37	24	53	66	47	47	87	70	88	33	25	94	7	89	11	36	23	21	52	10	81	0.005369
ZIPR	2007-02-23T00:00:00	32	78	1	47	57	23	40	64	39	39	72	70	88	34	38	93	7	89	11	28	21	21	53	10	81	0.001335
ZIPR	2007-03-02T00:00:00	32	73	20	47	11	30	62	35	32	32	100	70	88	34	31	68	7	89	11	45	32	14	48	9	84	-0.016
ZIPR	2007-03-09T00:00:00	32	79	2	47	57	32	67	66	31	31	82	70	88	35	31	68	7	89	11	50	43	11	29	2	82	-0.014905
ZIPR	2007-03-16T00:00:00	6	78	17	31	15	28	52	64	30	30	77	70	88	9	36	18	8	92	9	38	43	13	28	2	80	-0.017882
ZIPR	2007-03-23T00:00:00	6	80	16	31	17	22	39	89	28	28	76	70	88	10	50	19	8	92	9	27	50	12	25	2	81	-0.008403
ZIPR	2007-03-30T00:00:00	6	81	6	31	46	19	23	68	28	28	55	70	88	13	47	10	8	92	4	17	69	31	54	1	84	0
ZIPR	2007-04-06T00:00:00	6	82	4	31	49	19	23	72	27	27	54	70	88	14	56	10	8	91	4	17	56	31	15	1	100	0.001412
ZIPR	2007-04-13T00:00:00	6	81	4	31	53	19	25	61	27	27	9	71	88	12	43	10	8	91	4	18	56	31	15	2	100	0.002821
ZIPR	2007-04-20T00:00:00	6	80	19	31	16	18	28	61	26	26	51	71	88	7	55	10	8	91	4	19	54	29	28	2	100	0.005626
ZIPR	2007-04-27T00:00:00	6	82	1	30	69	30	51	41	26	26	2	70	88	12	50	10	8	91	4	38	55	27	28	3	100	0.012587
ZIPR	2007-05-04T00:00:00	6	82	3	32	58	21	34	80	27	27	7	71	88	11	41	10	9	92	5	24	59	22	26	5	99	-0.033149
ZIPR	2007-05-11T00:00:00	15	80	13	18	28	20	36	34	29	29	76	70	88	7	28	11	11	67	10	25	49	22	15	1	100	0.025714
ZIPR	2007-05-18T00:00:00	15	81	1	19	70	15	17	39	28	28	36	70	88	13	29	10	11	67	10	13	48	24	13	2	100	0.001393
ZIPR	2007-05-25T00:00:00	16	78	10	19	39	18	28	7	40	40	69	69	88	9	24	10	11	67	10	19	44	20	15	2	100	0.065369
ZIPR	2007-06-01T00:00:00	16	80	7	20	47	21	24	65	44	44	61	70	88	10	26	10	11	67	10	19	52	20	30	6	100	-0.031332
ZIPR	2007-06-08T00:00:00	16	80	7	20	46	23	28	31	41	41	62	70	88	10	25	10	11	67	10	22	54	23	29	7	100	0.001348
ZIPR	2007-06-15T00:00:00	16	78	14	20	28	24	29	52	39	39	81	70	88	8	27	10	11	67	10	23	55	23	29	8	100	0.004038
ZIPR	2007-06-22T00:00:00	16	80	9	20	41	29	44	59	38	38	69	70	88	9	41	10	11	67	10	34	54	19	28	8	98	-0.022788
ZIPR	2007-06-29T00:00:00	16	78	14	20	29	21	23	25	39	39	80	70	88	8	23	10	11	67	10	18	55	40	30	8	98	0.028807
ZIPR	2007-07-06T00:00:00	16	79	5	20	54	31	51	59	38	38	55	70	88	11	25	10	11	67	10	39	57	44	28	6	98	-0.001333
ZIPR	2007-07-13T00:00:00	16	79	11	20	39	34	56	50	35	35	73	70	88	30	28	41	10	67	10	44	57	44	29	6	98	0
ZIPR	2007-07-20T00:00:00	16	78	19	20	20	51	85	43	32	32	86	70	88	25	39	41	11	67	10	71	60	46	25	7	99	-0.001335
ZIPR	2007-07-27T00:00:00	16	78	22	20	18	33	53	33	27	27	89	70	88	24	52	41	11	67	10	42	61	55	14	15	93	-0.030749
ZIPR	2007-08-03T00:00:00	16	77	20	20	20	38	66	58	26	26	82	70	88	25	55	41	11	67	10	53	54	51	10	23	93	-0.046897
ZIPR	2007-08-10T00:00:00	23	81	3	55	66	37	59	87	29	29	83	71	88	34	70	82	11	92	8	48	41	54	5	53	71	-0.075253
ZIPR	2007-08-17T00:00:00	23	77	14	55	32	32	44	23	42	42	99	69	88	28	56	82	12	92	8	36	81	87	7	37	82	0.084507
ZIPR	2007-08-24T00:00:00	23	75	7	55	52	42	70	6	44	44	96	69	88	31	49	74	12	92	8	57	69	80	24	24	74	0.080808
ZIPR	2007-08-31T00:00:00	23	77	4	55	62	37	52	18	43	43	92	69	88	33	52	73	12	92	8	44	72	71	46	33	71	-0.00534
ZIPR	2007-09-07T00:00:00	23	76	14	54	35	38	53	70	44	44	98	69	88	28	51	74	12	92	8	45	76	77	25	36	71	-0.04698
ZIPR	2007-09-14T00:00:00	22	79	17	54	27	44	60	92	45	45	99	70	88	27	45	74	12	92	8	52	84	86	18	18	84	-0.056338
ZIPR	2007-09-21T00:00:00	22	80	15	54	31	47	67	90	41	41	99	71	88	28	44	74	12	92	8	58	86	88	15	11	85	-0.029851
ZIPR	2007-09-28T00:00:00	22	81	5	54	57	40	51	89	38	38	92	71	88	33	44	73	12	92	8	44	88	90	16	12	84	-0.018462
ZIPR	2007-10-05T00:00:00	22	81	15	54	29	24	20	78	38	38	98	71	88	28	41	73	12	93	8	19	89	89	17	14	80	0.020376
ZIPR	2007-10-12T00:00:00	22	83	6	54	51	46	69	97	44	44	82	73	88	32	57	74	12	93	8	58	92	89	24	9	89	-0.082949
ZIPR	2007-10-19T00:00:00	22	85	6	54	50	68	92	94	44	44	79	73	88	32	57	74	12	93	8	84	92	87	26	12	90	-0.077052
ZIPR	2007-10-26T00:00:00	22	84	5	54	54	63	86	76	42	42	77	73	88	32	61	74	11	93	8	78	91	89	23	16	89	0.029038
ZIPR	2007-11-02T00:00:00	22	85	3	53	60	51	51	75	33	33	76	73	88	33	57	74	12	93	8	51	92	90	20	13	90	-0.038801
ZIPR	2007-11-09T00:00:00	13	80	12	30	35	33	20	37	29	29	60	72	88	28	54	49	12	66	21	23	91	92	27	16	86	0.009174
ZIPR	2007-11-16T00:00:00	13	81	19	30	21	24	16	79	29	29	31	73	4	9	64	49	12	66	20	17	90	90	32	26	85	-0.063636
ZIPR	2007-11-23T00:00:00	13	84	8	30	47	23	12	92	38	38	20	75	4	13	79	33	12	67	20	15	81	77	52	18	66	-0.106796
ZIPR	2007-11-30T00:00:00	13	83	10	30	40	23	14	40	53	53	24	73	4	12	77	33	12	66	20	16	74	80	69	13	64	0.1
ZIPR	2007-12-07T00:00:00	13	84	19	30	19	15	6	88	52	52	32	74	4	9	79	33	12	67	20	8	78	83	57	27	59	-0.063241
ZIPR	2007-12-14T00:00:00	13	82	5	30	51	13	5	18	52	52	19	73	4	13	78	33	12	66	20	7	75	83	46	52	48	0.040084
ZIPR	2007-12-21T00:00:00	14	79	14	31	27	15	12	13	56	56	29	72	4	10	64	34	12	66	20	11	74	90	54	54	40	0.095335
ZIPR	2007-12-28T00:00:00	13	82	5	31	50	15	15	57	57	57	19	73	4	13	72	34	12	66	20	13	78	92	69	55	51	-0.066667
ZIPR	2008-01-04T00:00:00	13	79	22	31	17	20	36	30	53	53	32	73	4	8	62	34	12	66	20	25	78	94	78	51	53	-0.013889
ZIPR	2008-01-11T00:00:00	14	78	2	31	64	16	20	12	52	52	2	72	4	16	36	33	12	66	20	15	79	97	80	31	65	0.056338
ZIPR	2008-01-18T00:00:00	14	75	19	31	18	12	11	5	48	48	16	71	4	9	35	34	12	65	20	10	87	99	76	31	77	0.017143
ZIPR	2008-01-25T00:00:00	14	76	14	31	26	19	36	30	42	42	12	71	4	10	47	33	12	65	20	25	81	100	70	29	77	-0.014981
ZIPR	2008-02-01T00:00:00	14	77	3	31	56	14	13	20	39	39	3	70	4	13	42	34	12	65	21	11	76	100	74	32	73	0.091255
ZIPR	2008-02-08T00:00:00	14	73	22	31	17	20	49	8	34	34	18	70	4	9	23	34	12	65	21	32	72	100	60	29	81	0.02439
ZIPR	2008-02-15T00:00:00	14	75	2	30	66	32	74	13	28	28	2	70	4	16	22	33	12	65	21	53	69	100	63	27	77	0.017007
ZIPR	2008-02-22T00:00:00	14	75	4	30	56	25	44	34	28	28	4	70	4	14	22	24	12	65	22	32	70	100	64	26	78	-0.013378
ZIPR	2008-02-29T00:00:00	15	74	12	30	30	30	66	68	28	28	10	70	4	12	23	24	12	65	23	47	70	100	65	22	82	-0.038983
ZIPR	2008-03-07T00:00:00	15	78	9	29	40	45	85	85	38	38	7	71	4	13	29	25	12	65	22	67	64	100	62	13	77	-0.10582
ZIPR	2008-03-14T00:00:00	15	74	16	29	19	56	92	48	38	38	12	70	4	12	17	2	12	65	24	78	69	99	58	8	76	0.043393
ZIPR	2008-03-21T00:00:00	14	75	11	13	31	49	86	36	35	35	8	70	7	12	14	2	12	69	24	71	71	99	60	7	77	0.032136
ZIPR	2008-03-28T00:00:00	14	76	17	13	18	58	90	69	34	34	60	70	56	10	16	2	12	70	23	80	71	99	68	6	80	-0.032967
ZIPR	2008-04-04T00:00:00	14	77	17	13	19	72	96	86	31	31	61	71	56	10	18	2	12	70	23	89	71	100	73	8	76	-0.015152
ZIPR	2008-04-11T00:00:00	14	78	8	13	39	73	95	90	30	30	56	72	56	13	25	2	12	70	23	89	75	100	79	7	76	-0.059615
ZIPR	2008-04-18T00:00:00	15	78	3	13	60	69	85	48	34	34	43	70	56	14	24	2	12	70	23	81	83	100	86	6	76	0.06135
ZIPR	2008-04-25T00:00:00	15	80	4	14	53	60	61	77	33	33	46	71	56	13	21	2	12	70	23	62	64	98	89	8	74	-0.036609
ZIPR	2008-05-02T00:00:00	15	80	2	14	63	40	34	70	30	30	40	71	57	15	30	2	12	70	23	35	63	98	86	7	72	-0.002

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