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	2010-04-09T00:00:00	18	68	16	34	20	90	94	81	44	44	29	74	91	27	63	65	9	97	74	95	76	80	88	2	91	0.035955
ZIPR	2010-04-16T00:00:00	18	68	19	34	17	90	92	56	43	43	35	73	91	24	55	65	9	97	74	94	76	79	88	2	91	0.0282
ZIPR	2010-04-23T00:00:00	18	68	20	34	17	94	95	57	40	40	37	73	91	24	58	66	9	97	74	97	76	81	87	1	95	0.012658
ZIPR	2010-04-30T00:00:00	17	73	2	35	61	89	71	93	45	45	13	74	91	36	71	66	9	98	73	84	67	85	86	1	92	-0.083333
ZIPR	2010-05-07T00:00:00	8	69	23	10	17	78	45	84	42	42	71	75	88	25	79	23	11	77	72	63	49	99	89	15	53	-0.097727
ZIPR	2010-05-14T00:00:00	7	71	21	9	17	91	82	96	39	39	65	76	88	27	79	34	11	78	71	91	50	95	66	15	60	-0.037783
ZIPR	2010-05-21T00:00:00	6	74	8	9	43	76	37	93	40	40	53	77	88	36	80	34	11	78	69	58	51	97	78	30	83	-0.102094
ZIPR	2010-05-28T00:00:00	6	77	5	9	51	48	15	98	37	37	49	78	88	38	86	34	11	78	69	29	38	78	76	25	72	-0.078717
ZIPR	2010-06-04T00:00:00	6	75	10	9	35	57	21	53	43	43	56	77	88	34	88	33	11	78	70	37	37	91	72	23	66	0.044304
ZIPR	2010-06-11T00:00:00	7	78	2	9	65	63	35	84	40	40	45	77	88	41	89	34	11	78	71	49	43	91	70	24	64	-0.030303
ZIPR	2010-06-18T00:00:00	7	77	10	9	37	59	35	68	39	39	54	77	88	35	88	34	11	78	71	47	41	91	66	24	63	0.0125
ZIPR	2010-06-25T00:00:00	6	77	6	9	44	43	11	86	37	37	52	78	88	37	92	62	11	78	70	24	39	90	66	28	62	-0.058642
ZIPR	2010-07-02T00:00:00	7	76	4	9	55	31	12	32	33	33	48	77	88	38	89	73	11	78	70	17	48	94	72	23	60	0.003279
ZIPR	2010-07-09T00:00:00	7	76	7	9	44	18	6	78	29	29	52	77	88	40	89	73	11	78	69	9	49	89	74	22	49	-0.019608
ZIPR	2010-07-16T00:00:00	6	78	12	9	26	15	6	92	32	32	57	78	88	35	90	73	11	79	69	8	52	87	61	16	32	-0.073333
ZIPR	2010-07-23T00:00:00	6	79	22	9	18	10	3	95	29	29	67	79	88	29	92	72	11	79	68	5	56	86	66	16	27	-0.02518
ZIPR	2010-07-30T00:00:00	6	81	3	9	53	13	12	84	28	28	47	79	88	43	92	72	11	78	68	10	56	85	67	16	27	0.00738
ZIPR	2010-08-06T00:00:00	27	81	24	74	17	13	10	95	28	28	30	80	92	35	94	100	11	97	79	9	57	88	72	14	30	-0.065934
ZIPR	2010-08-13T00:00:00	26	81	17	74	19	13	12	63	24	24	46	80	92	40	92	84	11	97	78	10	66	85	70	13	31	-0.011765
ZIPR	2010-08-20T00:00:00	26	81	16	74	20	12	12	52	24	24	44	80	92	42	91	82	11	97	78	10	66	86	68	12	32	0.011905
ZIPR	2010-08-27T00:00:00	26	80	18	74	20	17	40	13	31	31	46	79	92	40	74	90	11	97	78	25	65	79	60	17	20	0.054902
ZIPR	2010-09-03T00:00:00	26	82	3	74	54	13	21	67	28	28	30	79	92	50	79	90	11	97	78	13	65	78	55	18	12	-0.018587
ZIPR	2010-09-10T00:00:00	26	82	3	74	54	10	9	36	29	29	30	79	92	51	70	90	11	97	78	7	63	92	26	19	21	0.015152
ZIPR	2010-09-17T00:00:00	26	82	5	74	47	8	6	16	35	35	32	79	92	49	70	90	11	97	79	5	63	87	19	16	38	0.059701
ZIPR	2010-09-24T00:00:00	26	80	19	74	19	8	8	38	31	31	48	79	92	40	58	90	11	97	79	6	63	88	24	17	37	0.003521
ZIPR	2010-10-01T00:00:00	26	81	2	74	60	6	5	6	46	46	28	78	92	52	52	90	11	97	78	4	61	64	27	16	10	0.105263
ZIPR	2010-10-08T00:00:00	26	79	11	74	31	7	14	18	44	44	61	78	92	44	51	90	11	97	81	7	61	63	29	18	9	0.019048
ZIPR	2010-10-15T00:00:00	26	79	23	74	17	8	25	60	43	43	73	78	92	36	50	90	11	97	80	13	62	48	37	17	13	-0.034268
ZIPR	2010-10-22T00:00:00	26	79	23	74	18	13	59	43	38	38	74	78	92	36	39	90	11	97	79	34	60	43	35	18	23	0.016129
ZIPR	2010-10-29T00:00:00	26	80	8	73	38	11	32	50	37	37	55	78	92	42	30	90	11	97	80	19	62	42	37	18	29	0
ZIPR	2010-11-05T00:00:00	7	82	4	9	55	11	48	98	55	55	60	80	95	45	47	20	10	77	79	27	68	41	27	23	85	-0.142857
ZIPR	2010-11-12T00:00:00	7	81	20	9	17	16	76	98	55	55	74	81	95	51	43	22	10	78	79	45	65	48	33	25	88	-0.074074
ZIPR	2010-11-19T00:00:00	7	83	3	9	54	15	61	85	55	55	56	81	95	63	36	20	10	78	79	35	65	49	32	26	88	0.016
ZIPR	2010-11-26T00:00:00	7	82	17	9	19	28	89	94	54	54	74	82	95	51	38	43	10	78	79	60	65	58	40	29	88	-0.03937
ZIPR	2010-12-03T00:00:00	7	83	6	9	43	30	85	63	53	53	60	81	95	59	44	43	10	78	78	59	62	58	46	32	90	0.032787
ZIPR	2010-12-10T00:00:00	7	80	12	9	26	21	54	21	58	58	69	80	95	54	34	43	10	77	79	35	56	25	29	31	84	0.107143
ZIPR	2010-12-17T00:00:00	7	81	14	9	21	24	65	37	57	57	71	80	95	53	44	43	10	78	78	43	56	27	27	29	86	-0.017921
ZIPR	2010-12-24T00:00:00	7	84	2	9	62	25	60	83	57	57	52	81	95	64	51	43	10	78	76	41	57	38	32	28	87	-0.051095
ZIPR	2010-12-31T00:00:00	7	83	9	9	36	9	7	83	56	56	64	81	95	56	50	43	10	78	77	6	58	38	32	28	88	0
ZIPR	2011-01-07T00:00:00	7	83	20	9	17	7	5	85	54	54	56	82	95	49	43	43	10	78	76	4	63	35	29	28	89	-0.023077
ZIPR	2011-01-14T00:00:00	7	82	2	9	64	9	9	11	62	62	34	81	95	63	28	43	10	78	77	7	73	48	13	22	82	0.125984
ZIPR	2011-01-21T00:00:00	7	82	12	9	28	8	7	53	60	60	51	82	95	52	23	43	10	78	77	6	70	65	26	25	75	-0.055944
ZIPR	2011-01-28T00:00:00	7	84	2	9	63	10	13	58	59	59	33	82	95	63	29	43	10	78	76	9	76	66	13	15	73	-0.014815
ZIPR	2011-02-04T00:00:00	7	85	3	9	56	16	53	78	57	57	38	82	95	60	19	43	10	78	77	32	73	86	15	20	78	-0.003759
ZIPR	2011-02-11T00:00:00	7	82	22	9	18	14	51	66	55	55	63	82	95	47	19	43	10	78	76	30	78	73	16	23	81	0.007547
ZIPR	2011-02-18T00:00:00	7	83	2	9	65	9	18	9	59	59	34	81	95	64	15	33	10	77	78	11	78	72	27	26	57	0.101124
ZIPR	2011-02-25T00:00:00	7	82	2	9	64	9	14	24	57	57	35	81	95	65	15	32	10	77	76	8	79	73	27	26	56	-0.013605
ZIPR	2011-03-04T00:00:00	7	81	15	9	21	7	12	31	54	54	52	82	95	54	13	33	11	77	76	6	79	75	26	24	57	0
ZIPR	2011-03-11T00:00:00	9	79	8	17	41	17	72	21	51	51	59	82	95	29	13	32	13	76	72	43	72	65	19	34	63	0.003448
ZIPR	2011-03-18T00:00:00	9	79	9	17	36	13	45	45	50	50	55	81	93	30	11	33	13	76	71	24	63	77	18	38	77	-0.024055
ZIPR	2011-03-25T00:00:00	9	80	10	17	37	13	36	82	43	43	58	82	92	29	15	33	13	76	69	21	69	66	18	30	81	-0.028169
ZIPR	2011-04-01T00:00:00	9	79	21	17	18	12	26	73	40	40	70	82	92	25	23	34	13	76	69	16	65	73	18	36	86	0.018116
ZIPR	2011-04-08T00:00:00	9	80	11	17	38	12	25	72	38	38	79	82	92	26	16	34	13	76	70	16	65	73	18	36	86	-0.007117
ZIPR	2011-04-15T00:00:00	9	82	3	17	64	26	82	82	40	40	68	82	92	27	14	34	13	76	69	54	64	63	18	38	77	-0.039427
ZIPR	2011-04-22T00:00:00	9	81	9	17	43	26	78	92	40	40	75	83	92	23	17	34	13	77	69	52	53	66	18	53	79	-0.026119
ZIPR	2011-04-29T00:00:00	9	83	8	17	45	27	74	89	27	27	76	83	92	24	19	34	13	77	69	51	59	65	20	61	82	-0.007663
ZIPR	2011-05-06T00:00:00	5	76	18	8	22	30	86	49	25	25	75	82	91	29	10	31	14	79	72	59	54	63	18	51	85	0.003861
ZIPR	2011-05-13T00:00:00	5	77	14	8	32	28	71	68	24	24	66	83	78	35	15	32	14	80	72	49	55	52	21	52	87	-0.019231
ZIPR	2011-05-20T00:00:00	4	77	8	8	48	18	30	18	29	29	59	82	78	40	15	32	14	80	72	20	60	71	27	33	85	0.039216
ZIPR	2011-05-27T00:00:00	4	77	19	8	20	21	29	86	34	34	74	83	78	33	20	31	14	80	72	22	63	64	31	41	79	-0.056604
ZIPR	2011-06-03T00:00:00	4	77	5	8	60	20	32	52	32	32	51	83	78	43	15	32	14	80	73	23	63	66	26	40	78	-0.008
ZIPR	2011-06-10T00:00:00	4	79	6	8	57	17	21	56	30	30	52	83	78	43	20	31	14	80	72	15	68	82	22	47	84	-0.024194
ZIPR	2011-06-17T00:00:00	4	79	7	8	52	13	14	81	32	32	54	83	78	42	35	30	14	80	72	11	63	80	25	44	78	-0.053719
ZIPR	2011-06-24T00:00:00	4	79	17	8	23	12	11	93	31	31	73	84	78	34	31	45	14	80	74	9	66	79	30	51	63	-0.043668
ZIPR	2011-07-01T00:00:00	4	79	3	8	64	15	32	38	52	52	48	83	78	46	19	45	14	80	73	20	65	83	26	75	50	0.114155
ZIPR	2011-07-08T00:00:00	4	77	8	8	45	14	27	22	53	53	58	82	78	42	21	45	14	80	73	16	64	83	26	68	46	0.028689
ZIPR	2011-07-15T00:00:00	5	74	7	8	49	23	63	1	71	71	56	81	78	41	12	44	14	79	75	41	86	85	92	47	22	0.195219
ZIPR	2011-07-22T00:00:00	5	75	17	8	23	15	23	45	72	72	70	81	78	34	23	44	14	79	74	16	92	63	88	37	20	-0.086667
ZIPR	2011-07-29T00:00:00	5	75	16	8	23	18	36	31	71	71	68	82	78	35	24	44	14	79	74	24	91	65	86	37	19	-0.029197
ZIPR	2011-08-05T00:00:00	4	77	7	8	47	18	42	78	73	73	57	83	79	43	42	16	14	79	76	26	72	43	71	50	15	-0.161654
ZIPR	2011-08-12T00:00:00	16	75	12	14	30	15	20	71	71	71	53	83	90	36	36	78	10	76	76	15	61	43	68	51	15	-0.035874
ZIPR	2011-08-19T00:00:00	16	74	20	14	18	12	11	44	69	69	61	83	90	33	36	81	11	76	77	9	60	50	62	44	14	-0.009302
ZIPR	2011-08-26T00:00:00	16	76	12	14	27	18	40	93	65	65	54	83	90	36	32	81	11	76	74	26	62	31	65	48	9	-0.056338
ZIPR	2011-09-02T00:00:00	16	75	12	14	31	21	61	41	66	66	53	83	90	37	32	81	11	76	74	39	58	13	54	51	5	0.049751
ZIPR	2011-09-09T00:00:00	16	74	9	14	32	70	98	25	65	65	50	83	90	39	27	81	11	76	75	87	60	11	68	48	6	0.018957
ZIPR	2011-09-16T00:00:00	16	74	4	14	52	49	81	39	61	61	41	83	90	43	22	81	11	76	75	68	60	7	70	51	6	0.023256
ZIPR	2011-09-23T00:00:00	16	76	4	14	46	49	82	83	58	58	40	83	90	44	21	81	11	76	74	68	55	12	86	64	5	-0.145455
ZIPR	2011-09-30T00:00:00	16	82	6	13	35	27	38	99	75	75	45	86	90	42	35	81	11	77	73	30	42	9	86	48	10	-0.234043
ZIPR	2011-10-07T00:00:00	16	83	7	13	30	28	34	98	73	73	69	86	90	40	48	81	11	77	73	29	45	12	90	35	9	-0.083333
ZIPR	2011-10-14T00:00:00	15	85	3	13	46	35	53	98	67	67	56	87	90	44	64	81	11	78	72	43	53	19	92	35	8	-0.015152
ZIPR	2011-10-21T00:00:00	15	83	12	14	18	20	16	89	67	67	73	87	90	35	57	81	11	78	72	16	53	20	91	35	8	0
ZIPR	2011-10-28T00:00:00	16	79	7	13	28	30	40	12	89	89	64	84	91	36	39	80	11	76	73	33	48	11	78	51	12	0.376923
ZIPR	2011-11-04T00:00:00	16	77	22	14	14	39	61	26	89	89	82	84	90	28	66	33	11	76	73	50	48	11	78	51	12	-0.03352
ZIPR	2011-11-11T00:00:00	18	78	16	56	15	36	52	28	88	88	77	84	90	70	79	47	11	98	72	43	48	11	79	51	12	-0.017341
ZIPR	2011-11-18T00:00:00	17	83	21	56	13	24	24	97	89	89	80	87	90	67	88	56	11	99	72	21	56	18	71	57	4	-0.235294
ZIPR	2011-11-25T00:00:00	17	83	8	56	27	9	4	69	89	89	69	86	90	74	81	36	11	99	72	5	56	20	69	57	3	-0.007692
ZIPR	2011-12-02T00:00:00	17	85	9	57	22	8	4	97	88	88	71	87	90	73	89	36	11	99	72	5	55	25	70	43	3	-0.108527
ZIPR	2011-12-09T00:00:00	16	88	12	57	16	6	2	98	87	87	74	88	90	71	90	36	11	99	71	3	59	31	71	44	2	-0.086957
ZIPR	2011-12-16T00:00:00	16	88	6	57	29	7	3	78	86	86	69	88	90	74	92	36	11	99	72	4	58	24	72	41	2	0.009524
ZIPR	2011-12-23T00:00:00	16	86	14	56	14	17	57	64	86	86	76	87	90	69	90	36	11	99	72	33	58	24	71	42	2	0.037736
ZIPR	2011-12-30T00:00:00	16	88	2	56	48	16	56	44	85	85	62	88	90	77	86	36	11	99	72	33	57	21	72	41	1	0
ZIPR	2012-01-06T00:00:00	17	84	13	56	13	16	62	14	83	83	74	87	90	43	80	36	11	99	72	36	54	12	75	45	1	0.127273
ZIPR	2012-01-13T00:00:00	16	86	11	57	14	8	7	77	82	82	72	88	90	41	80	35	11	99	72	6	55	20	79	48	1	-0.072581
ZIPR	2012-01-20T00:00:00	16	87	10	57	16	9	18	88	81	81	68	88	90	42	82	36	11	99	71	11	55	26	79	48	1	-0.034783
ZIPR	2012-01-27T00:00:00	16	88	18	56	12	7	5	95	74	74	77	89	90	37	88	35	11	99	71	5	56	24	78	49	1	-0.027027
ZIPR	2012-02-03T00:00:00	16	89	3	57	40	6	3	84	74	74	56	89	90	49	86	36	11	99	71	4	55	30	77	49	1	0.018519
ZIPR	2012-02-10T00:00:00	17	86	11	56	14	7	7	7	80	80	72	88	91	41	70	36	11	99	71	6	56	19	81	49	2	0.163636
ZIPR	2012-02-17T00:00:00	17	86	5	55	26	8	10	11	79	79	64	88	91	46	56	47	11	99	71	8	55	15	80	50	2	0.054688
ZIPR	2012-02-24T00:00:00	17	86	14	55	13	8	19	47	80	80	75	88	91	40	71	46	11	99	71	11	57	17	80	49	2	-0.051852
ZIPR	2012-03-02T00:00:00	17	84	21	53	11	10	56	17	78	78	83	88	91	38	49	45	11	99	71	29	55	16	77	49	3	0.03125

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