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 ⌀
ZIPL	2000-07-14T00:00:00	6	43	28	19	9	3	1	75	90	90	15	68	50	28	88	50	62	31	50	1	59	3	46	50	50	-0.045455
ZIPL	2000-07-21T00:00:00	6	43	28	20	18	1	1	84	88	88	7	69	50	27	87	50	62	13	50	1	58	3	44	50	50	-0.047619
ZIPL	2000-07-28T00:00:00	6	44	28	20	6	2	1	78	83	83	23	69	50	25	87	50	62	43	50	1	63	4	43	50	50	-0.0624
ZIPL	2000-08-04T00:00:00	6	46	28	20	3	3	29	86	80	80	30	70	50	25	85	50	62	57	50	13	65	4	40	50	50	-0.066766
ZIPL	2000-08-11T00:00:00	7	40	27	20	6	5	53	10	85	85	20	66	50	27	71	50	62	41	50	26	68	3	34	50	50	0.271314
ZIPL	2000-08-18T00:00:00	5	35	32	11	7	4	38	9	82	82	16	65	50	28	66	50	76	39	50	18	69	3	31	50	50	0.044948
ZIPL	2000-08-25T00:00:00	5	38	32	10	7	7	79	70	81	81	17	68	50	28	68	50	76	39	50	42	61	5	39	50	50	-0.107364
ZIPL	2000-09-01T00:00:00	5	38	32	11	24	5	47	42	78	78	2	67	50	35	67	50	76	4	50	23	63	5	25	50	50	0.060139
ZIPL	2000-09-08T00:00:00	5	35	32	11	3	4	30	17	77	77	33	66	50	24	51	50	76	74	50	13	63	4	15	50	50	0.068182
ZIPL	2000-09-15T00:00:00	4	45	33	10	3	5	20	98	86	86	28	72	50	25	63	50	76	58	50	9	28	2	14	50	50	-0.308596
ZIPL	2000-09-22T00:00:00	4	48	34	10	3	5	17	98	86	86	31	74	50	24	51	50	76	68	50	8	24	1	11	50	50	-0.138355
ZIPL	2000-09-29T00:00:00	4	52	34	10	18	5	13	95	85	85	7	75	50	33	59	50	76	15	50	7	24	1	11	50	50	-0.071429
ZIPL	2000-10-06T00:00:00	4	52	34	11	20	11	71	84	83	83	6	75	50	35	54	50	76	11	50	39	16	4	12	50	50	-0.057846
ZIPL	2000-10-13T00:00:00	4	54	34	11	3	13	80	89	81	81	33	77	50	26	50	50	76	57	50	45	19	3	12	50	50	-0.122142
ZIPL	2000-10-20T00:00:00	4	60	35	11	24	9	37	95	74	74	3	79	50	35	47	50	76	4	50	20	14	4	9	50	50	-0.116443
ZIPL	2000-10-27T00:00:00	4	61	35	11	13	10	70	91	72	72	16	79	50	32	46	50	76	22	50	38	14	4	10	50	50	-0.052632
ZIPL	2000-11-03T00:00:00	3	81	39	10	3	15	89	100	90	90	45	88	50	25	74	50	76	71	50	52	38	2	19	50	50	-0.555556
ZIPL	2000-11-10T00:00:00	3	87	41	10	19	4	10	100	91	91	5	91	50	35	79	50	76	7	50	5	38	3	9	50	50	-0.312
ZIPL	2000-11-17T00:00:00	2	89	51	7	2	4	4	100	92	92	32	93	50	26	80	50	89	66	50	3	37	1	2	50	50	-0.409884
ZIPR	2004-11-19T00:00:00	41	84	11	80	29	31	43	61	57	57	11	54	88	1	43	58	9	83	69	34	56	42	41.5	27	59	-0.08986
ZIPR	2004-11-26T00:00:00	41	83	7	80	29	31	43	5	57	57	6	52	88	1	43	58	9	83	69	34	56	42	41.5	27	59	0.156104
ZIPR	2004-12-03T00:00:00	40	83	20	80	29	31	43	5	24	24	21	50	88	1	43	58	9	83	69	34	56	42	41.5	27	59	0.107905
ZIPR	2004-12-10T00:00:00	41	84	4	80	29	31	43	65	93	93	4	52	88	1	43	58	9	83	69	34	56	42	41.5	27	59	-0.093229
ZIPR	2004-12-17T00:00:00	41	84	11	80	29	31	43	98	92	92	11	53	88	1	43	58	9	83	69	34	56	42	41.5	27	59	-0.082711
ZIPR	2004-12-24T00:00:00	41	84	2	80	29	31	43	34	90	90	1	52	88	1	43	58	9	83	69	34	56	42	41.5	27	59	0.102066
ZIPR	2004-12-31T00:00:00	41	47	24	80	29	31	43	27	86	86	28	52	88	1	43	58	9	83	69	34	56	42	41.5	27	59	0.015341
ZIPR	2005-01-07T00:00:00	41	48	7	80	29	31	43	55	84	84	7	52	88	1	43	58	9	83	69	35	56	42	41.5	27	59	-0.059317
ZIPR	2005-01-14T00:00:00	41	46	22	80	29	27	30	26	81	81	41	52	88	1	43	58	9	83	69	24	56	42	41.5	27	59	0.05354
ZIPR	2005-01-21T00:00:00	41	48	7	80	29	57	88	78	80	80	10	52	88	1	43	58	9	83	69	76	56	42	41.5	27	59	-0.053642
ZIPR	2005-01-28T00:00:00	40	48	23	80	29	74	94	51	79	79	48	52	88	1	43	58	9	83	69	88	56	42	41.5	27	59	0.00179
ZIPR	2005-02-04T00:00:00	40	49	6	80	29	27	22	72	73	73	9	52	88	1	43	58	9	83	69	20	56	42	41.5	27	59	0.012507
ZIPR	2005-02-11T00:00:00	40	50	18	80	29	9	4	92	71	71	34	53	88	1	43	58	9	83	69	5	56	42	41.5	27	59	-0.061176
ZIPR	2005-02-18T00:00:00	40	52	3	79	29	33	60	87	67	67	2	54	88	1	43	58	9	83	69	45	56	42	41.5	27	59	-0.019424
ZIPR	2005-02-25T00:00:00	40	52	4	79	29	33	70	86	62	62	7	54	88	1	43	58	9	83	69	52	56	42	41.5	27	59	-0.010863
ZIPR	2005-03-04T00:00:00	40	53	3	79	29	22	36	80	52	52	3	54	88	1	43	58	9	83	69	24	56	42	41.5	27	59	-0.005814
ZIPR	2005-03-11T00:00:00	40	55	19	78	29	53	70	96	58	58	30	56	88	1	43	58	10	83	69	64	56	42	41.5	27	59	-0.091618
ZIPR	2005-03-18T00:00:00	40	53	12	77	29	27	32	58	60	60	15	55	88	1	43	58	9	83	69	26	56	42	41.5	27	59	0.033619
ZIPR	2005-03-25T00:00:00	40	52	22	77	29	30	46	42	55	55	31	54	88	1	43	58	9	83	69	35	56	42	41.5	27	59	0.004152
ZIPR	2005-04-01T00:00:00	35	52	2	36	29	28	31	65	52	52	2	55	88	32	43	58	4	80	69	27	56	42	41.5	27	59	-0.031013
ZIPR	2005-04-08T00:00:00	35	52	7	36	29	14	10	50	51	51	12	54	88	18	43	58	4	80	69	10	56	42	41.5	27	59	0.01138
ZIPR	2005-04-15T00:00:00	35	49	8	35	29	14	11	14	47	47	16	53	88	17	43	58	4	80	69	11	56	42	41.5	27	59	0.021097
ZIPR	2005-04-22T00:00:00	35	49	7	35	29	14	11	17	41	41	15	53	88	17	43	58	4	80	69	10	56	42	41.5	27	59	0.008953
ZIPR	2005-04-29T00:00:00	35	51	5	36	29	15	19	61	42	42	12	54	88	20	43	58	4	80	69	15	56	42	41.5	27	59	-0.045051
ZIPR	2005-05-06T00:00:00	35	53	7	37	29	8	6	91	42	42	15	55	88	16	43	58	4	81	69	5	56	42	41.5	27	59	-0.055039
ZIPR	2005-05-13T00:00:00	34	51	6	39	29	14	17	46	44	44	57	54	88	97	43	58	6	81	69	13	56	42	41.5	27	59	0.033283
ZIPR	2005-05-20T00:00:00	34	48	1	39	29	18	33	6	60	60	32	53	88	97	43	58	6	81	69	21	56	42	41.5	27	59	0.126647
ZIPR	2005-05-27T00:00:00	33	51	19	39	29	16	25	82	68	68	84	55	88	97	43	58	6	81	69	17	56	42	41.5	27	59	-0.094867
ZIPR	2005-06-03T00:00:00	34	53	4	40	29	20	36	94	66	66	46	56	88	97	43	58	6	82	69	25	56	42	41.5	27	59	-0.038047
ZIPR	2005-06-10T00:00:00	34	52	10	40	29	43	72	72	64	64	67	55	88	97	43	58	6	82	69	58	56	42	41.5	27	59	0.022388
ZIPR	2005-06-17T00:00:00	34	55	9	40	29	45	76	96	66	66	64	57	88	97	43	58	6	82	69	62	56	42	41.5	27	59	-0.067883
ZIPR	2005-06-24T00:00:00	34	55	1	40	29	32	43	75	64	64	30	57	88	97	43	58	6	82	69	35	56	42	41.5	27	59	0.002349
ZIPR	2005-07-01T00:00:00	34	55	1	40	29	18	16	82	62	62	29	57	88	97	43	58	6	82	69	14	56	42	41.5	27	59	0.001563
ZIPR	2005-07-08T00:00:00	34	54	5	40	29	29	40	30	64	64	52	57	88	97	43	58	6	82	69	31	56	42	41.5	27	59	0.051482
ZIPR	2005-07-15T00:00:00	34	52	13	40	29	74	86	18	63	63	73	56	88	97	43	58	6	82	69	84	56	42	41.5	27	59	0.039318
ZIPR	2005-07-22T00:00:00	34	54	6	40	51	24	21	58	61	61	56	57	88	21	43	58	6	82	69	19	66	67	36	14	35	-0.014276
ZIPR	2005-07-29T00:00:00	34	54	4	40	35	16	11	56	52	52	50	57	88	21	43	58	6	82	69	10	70	71	26	17	30	-0.002896
ZIPR	2005-08-05T00:00:00	33	55	8	39	25	20	21	84	47	47	62	57	88	21	43	58	6	82	69	16	68	74	21	8	37	-0.048657
ZIPR	2005-08-12T00:00:00	21	55	19	86	10	10	7	84	45	45	36	58	88	5	43	58	12	77	69	6	54	72	26	11	47	-0.029771
ZIPR	2005-08-19T00:00:00	21	56	3	85	45	12	13	69	42	42	29	57	88	9	43	58	12	77	69	9	48	71	22	8	61	-0.001574
ZIPR	2005-08-26T00:00:00	21	57	4	85	40	12	13	88	39	39	29	58	88	9	43	58	12	77	69	9	37	54	8	12	48	-0.036249
ZIPR	2005-09-02T00:00:00	21	57	1	85	56	18	40	62	39	39	34	58	88	11	43	58	12	77	69	26	53	61	7	8	31	0.021259
ZIPR	2005-09-09T00:00:00	21	54	9	85	29	27	66	16	52	52	55	57	88	8	43	58	12	77	69	45	49	73	15	15	25	0.080064
ZIPR	2005-09-16T00:00:00	21	53	12	85	22	20	40	8	50	50	63	56	88	7	43	58	12	77	69	26	54	77	13	14	26	0.037806
ZIPR	2005-09-23T00:00:00	21	53	22	85	8	21	43	47	53	53	83	57	88	5	43	58	12	77	69	29	56	71	17	13	24	-0.052143
ZIPR	2005-09-30T00:00:00	21	57	2	85	51	13	19	86	53	53	36	58	88	10	43	58	12	77	69	12	56	69	27	8	32	-0.03994
ZIPR	2005-10-07T00:00:00	21	55	2	85	50	11	15	35	51	51	39	57	88	10	43	58	12	77	69	10	72	57	26	5	37	0.021978
ZIPR	2005-10-14T00:00:00	21	52	10	85	26	14	22	7	50	50	16	56	88	8	43	58	12	77	69	14	83	65	25	7	36	0.036866
ZIPR	2005-10-21T00:00:00	21	52	3	85	47	12	11	13	46	46	5	56	88	10	43	58	12	77	69	9	79	59	25	11	29	0.00963
ZIPR	2005-10-28T00:00:00	21	53	3	85	49	14	20	66	46	46	4	57	88	10	43	58	12	77	69	14	81	64	21	10	25	-0.037417
ZIPR	2005-11-04T00:00:00	21	73	8	85	28	29	66	100	92	92	12	66	88	8	43	58	12	79	69	47	89	98	12	8	30	-0.359756
ZIPR	2005-11-11T00:00:00	73	29	12	69	17	45	84	98	91	91	57	66	88	23	89	58	10	81	69	67	90	98	11	10	26	-0.033333
ZIPR	2005-11-18T00:00:00	72	25	22	69	5	30	62	89	90	90	76	65	88	24	84	58	10	81	69	45	85	98	10	11	32	0.024631
ZIPR	2005-11-25T00:00:00	72	26	21	69	6	18	27	72	89	89	75	65	88	23	71	58	10	81	69	19	84	96	8	11	36	0.015625
ZIPR	2005-12-02T00:00:00	71	26	2	69	40	30	63	46	89	89	38	65	88	21	60	58	10	81	69	45	81	95	9	11	36	0.024852
ZIPR	2005-12-09T00:00:00	72	27	15	69	11	52	90	64	88	88	69	66	88	21	76	58	10	81	69	75	81	95	10	11	36	-0.010393
ZIPR	2005-12-16T00:00:00	72	28	3	69	36	58	86	52	86	86	40	66	88	21	80	58	10	80	69	76	83	94	10	11	36	-0.003501
ZIPR	2005-12-23T00:00:00	72	28	7	69	27	40	48	58	85	85	50	66	88	21	72	58	10	80	69	42	80	89	13	14	28	-0.004684
ZIPR	2005-12-30T00:00:00	72	28	1	69	46	3	1	56	84	84	34	66	88	21	67	58	10	81	69	2	79	88	11	13	28	-0.009412
ZIPR	2006-01-06T00:00:00	72	26	6	69	29	3	1	40	83	83	51	66	88	21	73	58	10	81	69	2	79	91	12	13	28	0.035629
ZIPR	2006-01-13T00:00:00	68	22	6	69	28	4	2	6	73	73	86	64	88	67	65	58	10	80	69	2	89	81	8	20	37	0.120413
ZIPR	2006-01-20T00:00:00	66	20	1	69	47	4	3	9	70	70	67	64	88	66	63	58	10	80	69	3	91	81	10	29	30	0.020471
ZIPR	2006-01-27T00:00:00	67	20	12	69	17	4	13	30	68	68	93	64	88	66	57	58	10	80	69	6	92	81	16	27	33	0.005015
ZIPR	2006-02-03T00:00:00	70	24	17	69	10	4	13	91	73	73	98	66	88	66	53	58	10	80	69	7	91	80	18	19	34	-0.09481
ZIPR	2006-02-10T00:00:00	69	24	12	68	17	5	22	67	71	71	93	65	88	66	61	58	10	80	69	11	92	81	17	16	35	0.012128
ZIPR	2006-02-17T00:00:00	69	24	21	68	7	5	24	53	70	70	100	65	88	67	66	58	10	81	69	11	93	82	17	18	35	0.019608
ZIPR	2006-02-24T00:00:00	70	26	2	68	48	5	25	79	69	69	71	66	88	67	65	58	10	80	69	11	92	81	11	22	39	-0.023504
ZIPR	2006-03-03T00:00:00	72	29	22	68	6	5	44	97	71	71	100	68	88	68	44	58	10	81	69	20	93	80	9	22	39	-0.070022
ZIPR	2006-03-10T00:00:00	71	30	6	67	28	11	81	79	69	69	87	67	88	68	50	58	10	80	69	46	93	81	9	21	44	0
ZIPR	2006-03-17T00:00:00	95	71	19	33	7	15	81	87	67	67	100	68	88	72	53	58	10	85	69	49	94	82	8	24	47	-0.011765
ZIPR	2006-03-24T00:00:00	95	71	2	33	42	13	69	38	61	61	86	67	88	72	50	58	10	85	69	40	93	85	7	23	43	0.034524
ZIPR	2006-03-31T00:00:00	95	71	13	32	13	6	18	52	59	59	98	68	88	72	48	58	10	85	69	9	93	86	7	25	45	0.010357
ZIPR	2006-04-07T00:00:00	95	72	2	33	44	7	28	68	58	58	84	68	88	71	27	58	10	85	69	14	93	86	6	25	45	-0.026196
ZIPR	2006-04-14T00:00:00	95	71	15	32	11	8	48	69	52	52	98	68	88	42	28	58	10	85	69	24	92	86	6	27	39	-0.011696
ZIPR	2006-04-21T00:00:00	94	72	2	32	48	7	25	54	51	51	71	68	88	41	29	58	10	85	69	12	92	86	6	25	38	0.020118
ZIPR	2006-04-28T00:00:00	95	71	9	33	21	5	8	37	48	48	91	68	88	41	29	58	10	85	69	5	92	84	7	25	48	0.008121
ZIPR	2006-05-05T00:00:00	95	69	13	33	15	5	14	12	57	57	95	66	88	43	8	58	10	84	69	7	90	83	12	25	42	0.0771
ZIPR	2006-05-12T00:00:00	20	63	18	19	7	5	12	5	49	49	80	65	88	26	6	58	6	63	69	6	92	89	10	29	36	0.037393
ZIPR	2006-05-19T00:00:00	20	66	12	19	16	6	32	46	58	58	71	66	88	29	8	58	6	64	69	15	85	75	7	29	39	-0.071061
ZIPR	2006-05-26T00:00:00	20	68	11	19	18	7	36	64	57	57	68	66	88	30	8	58	6	64	69	18	85	70	8	26	39	-0.01663
ZIPR	2006-06-02T00:00:00	20	68	2	19	46	6	26	57	55	55	37	66	88	35	6	58	6	64	69	12	86	72	8	26	39	0.013529

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