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 ⌀
ZONS	2006-11-24T00:00:00	72	78	51	36	29	100	99	80	90	90	80	74	66	91	79	41	79	22	86	100	71	95	9	32	96	-0.005903
ZONS	2006-12-01T00:00:00	73	78	51	36	15	100	100	82	90	90	85	74	66	91	75	41	79	41	86	100	70	94	9	31	95	-0.011876
ZONS	2006-12-08T00:00:00	74	79	51	36	22	100	83	91	89	89	82	75	66	90	84	41	79	31	86	94	73	94	10	27	95	-0.024038
ZONS	2006-12-15T00:00:00	76	82	51	36	9	99	78	95	85	85	89	76	66	90	92	42	79	50	86	92	77	96	9	31	95	-0.061576
ZONS	2006-12-22T00:00:00	76	83	52	36	46	86	30	89	83	83	72	76	66	90	91	42	78	2	85	60	77	95	9	33	95	-0.01706
ZONS	2006-12-29T00:00:00	76	83	52	36	23	62	14	90	82	82	81	76	66	90	94	42	78	28	85	35	77	96	9	34	95	-0.004005
ZONS	2007-01-05T00:00:00	76	81	51	36	7	76	12	44	78	78	89	76	66	90	96	42	78	55	86	43	77	94	12	35	99	0.014745
ZONS	2007-01-12T00:00:00	75	81	51	36	21	67	10	24	75	75	84	75	66	57	92	42	78	31	86	37	75	93	18	35	97	0.05284
ZONS	2007-01-19T00:00:00	74	79	51	36	7	63	10	16	71	71	77	75	66	55	90	42	78	56	86	34	75	91	18	34	98	0.02133
ZONS	2007-01-26T00:00:00	73	79	51	36	10	61	11	20	69	69	74	75	66	55	99	42	78	47	87	33	73	91	19	37	98	0.0086
ZONS	2007-02-02T00:00:00	74	81	51	36	30	51	8	60	67	67	62	75	66	56	96	42	78	20	86	26	68	89	15	35	99	-0.007308
ZONS	2007-02-09T00:00:00	65	72	50	36	40	39	7	2	88	88	57	72	66	56	95	42	78	8	88	19	54	91	26	23	97	0.238037
ZONS	2007-02-16T00:00:00	68	75	50	36	30	39	6	27	88	88	61	73	66	56	94	42	78	18	88	19	49	89	20	28	98	-0.052527
ZONS	2007-02-23T00:00:00	65	70	50	36	5	36	8	5	88	88	51	73	65	57	83	38	78	68	87	18	45	89	19	31	96	0.066946
ZONS	2007-03-02T00:00:00	85	79	50	60	30	41	19	71	89	89	62	73	68	72	85	34	77	17	91	26	48	89	21	30	96	-0.098039
ZONS	2007-03-09T00:00:00	84	75	49	60	6	54	49	11	88	88	71	73	67	72	86	35	77	55	91	52	43	89	23	32	95	0.055435
ZONS	2007-03-16T00:00:00	83	74	50	59	25	61	64	7	88	88	63	72	66	72	53	39	77	22	91	65	44	89	22	38	97	0.039135
ZONS	2007-03-23T00:00:00	82	69	49	58	5	62	70	4	88	88	76	71	66	73	53	39	77	62	91	69	44	89	24	40	96	0.096135
ZONS	2007-03-30T00:00:00	83	75	50	58	35	52	47	63	89	89	60	72	66	73	57	41	77	10	90	49	46	90	22	39	96	-0.073237
ZONS	2007-04-06T00:00:00	82	74	50	57	24	95	96	37	88	88	66	72	66	73	44	41	77	24	90	97	53	92	47	24	83	0.028293
ZONS	2007-04-13T00:00:00	83	74	50	56	5	88	91	78	87	87	73	73	66	70	56	40	77	62	90	92	54	93	51	27	82	-0.026565
ZONS	2007-04-20T00:00:00	82	75	50	56	30	93	94	32	83	83	78	72	66	68	51	40	77	18	90	95	55	92	42	25	83	0.034113
ZONS	2007-04-27T00:00:00	83	77	50	57	30	86	72	85	82	82	78	73	66	68	57	41	77	18	90	84	58	92	40	24	80	-0.042413
ZONS	2007-05-04T00:00:00	85	80	51	58	29	92	88	97	83	83	79	74	66	69	78	41	78	20	90	93	61	90	36	31	79	-0.079724
ZONS	2007-05-11T00:00:00	87	81	51	63	21	95	96	97	82	82	96	75	63	71	92	34	78	29	85	98	62	92	30	24	86	-0.050267
ZONS	2007-05-18T00:00:00	77	82	62	13	8	97	97	69	80	80	88	73	31	81	81	31	87	49	91	98	60	92	27	27	81	0.023649
ZONS	2007-05-25T00:00:00	76	80	63	13	6	92	76	27	80	80	92	73	31	81	71	31	87	62	91	87	58	94	25	27	84	0.040704
ZONS	2007-06-01T00:00:00	78	82	63	13	6	90	79	88	77	77	91	74	31	81	79	31	88	60	91	88	65	95	41	47	63	-0.04334
ZONS	2007-06-08T00:00:00	77	81	63	13	16	83	52	33	75	75	84	73	31	82	82	31	88	39	91	70	67	95	43	40	71	0.024309
ZONS	2007-06-15T00:00:00	79	82	63	13	8	86	70	79	73	73	91	73	31	82	81	36	88	57	91	81	71	98	41	63	46	-0.019417
ZONS	2007-06-22T00:00:00	79	82	63	13	20	73	35	43	71	71	85	73	31	82	80	36	88	40	91	54	62	89	30	68	45	-0.0011
ZONS	2007-06-29T00:00:00	79	82	63	13	21	50	14	65	67	67	86	74	31	82	81	35	88	41	90	30	62	92	31	70	44	-0.008811
ZONS	2007-07-06T00:00:00	79	82	63	13	23	41	12	75	65	65	86	74	31	82	79	34	88	41	90	24	53	85	22	73	47	0
ZONS	2007-07-13T00:00:00	79	82	64	13	12	49	23	71	59	59	91	74	31	83	90	33	87	61	90	34	48	82	19	76	43	-0.007778
ZONS	2007-07-20T00:00:00	77	81	63	13	21	64	41	12	65	65	87	73	31	91	87	33	87	44	90	53	60	86	15	69	59	0.068309
ZONS	2007-07-27T00:00:00	70	73	61	13	31	42	12	1	71	71	83	71	31	91	46	33	88	33	91	24	86	98	6	38	95	0.10587
ZONS	2007-08-03T00:00:00	69	74	61	13	51	50	40	14	70	70	50	71	30	90	35	34	88	12	91	43	84	97	6	39	95	-0.034123
ZONS	2007-08-10T00:00:00	68	74	61	12	34	40	26	33	63	63	51	71	35	89	49	47	87	31	81	30	83	97	6	43	94	-0.015702
ZONS	2007-08-17T00:00:00	92	79	51	70	12	45	40	64	63	63	90	72	56	89	48	49	83	64	80	41	75	94	4	48	94	-0.051844
ZONS	2007-08-24T00:00:00	92	81	39	70	53	41	34	75	59	59	76	72	56	89	62	46	83	12	80	35	71	91	4	41	93	-0.007361
ZONS	2007-08-31T00:00:00	92	79	43	70	37	44	22	19	62	62	81	72	56	89	38	42	83	28	80	30	66	93	3	35	94	0.054025
ZONS	2007-09-07T00:00:00	92	77	51	70	13	44	27	45	61	61	91	72	56	89	42	42	83	66	80	33	65	93	3	37	94	-0.01608
ZONS	2007-09-14T00:00:00	92	79	41	69	43	65	73	38	58	58	78	72	56	89	52	42	83	21	80	71	66	95	2	38	93	0.010215
ZONS	2007-09-21T00:00:00	92	77	47	69	21	91	96	35	55	55	86	71	56	89	39	42	83	44	80	96	63	94	3	38	92	0.039434
ZONS	2007-09-28T00:00:00	92	77	48	69	18	88	92	33	51	51	87	71	56	89	12	42	83	49	80	93	61	96	3	37	92	0.005837
ZONS	2007-10-05T00:00:00	92	76	41	69	42	86	85	14	52	52	78	70	56	89	4	42	83	22	81	89	60	95	3	36	89	0.073501
ZONS	2007-10-12T00:00:00	91	76	41	69	43	80	66	20	50	50	77	70	56	89	5	41	83	23	81	76	60	93	3	38	86	0.010811
ZONS	2007-10-19T00:00:00	91	73	46	69	24	71	50	22	49	49	96	70	56	89	8	42	83	44	80	61	63	97	1	82	89	-0.019608
ZONS	2007-10-26T00:00:00	92	78	43	69	42	83	83	90	63	63	91	72	56	89	48	42	83	26	80	87	65	91	2	56	93	-0.096364
ZONS	2007-11-02T00:00:00	92	76	48	68	22	81	66	63	59	59	97	71	56	88	39	42	83	47	81	77	65	93	2	49	95	0.008048
ZONS	2007-11-09T00:00:00	92	77	40	68	47	80	68	66	54	54	92	71	60	87	33	38	82	21	73	77	85	92	5	48	96	-0.037924
ZONS	2007-11-16T00:00:00	71	77	42	71	31	83	73	28	53	53	76	71	58	86	36	38	78	39	77	81	89	88	6	46	99	0.026971
ZONS	2007-11-23T00:00:00	70	76	40	71	42	81	72	26	50	50	71	71	58	86	49	36	78	27	77	79	87	85	6	40	98	0.00303
ZONS	2007-11-30T00:00:00	72	76	44	71	27	87	88	68	46	46	78	71	58	86	55	39	78	44	77	90	94	85	3	35	99	-0.02719
ZONS	2007-12-07T00:00:00	71	77	36	71	60	88	85	46	44	44	65	71	58	86	60	39	78	11	77	89	93	85	4	35	99	0.02381
ZONS	2007-12-14T00:00:00	70	76	33	72	71	85	86	33	38	38	60	71	58	86	60	39	78	1	77	88	93	86	4	39	99	-0.006067
ZONS	2007-12-21T00:00:00	71	76	40	72	42	64	30	43	34	34	73	71	58	85	69	40	78	32	77	47	92	80	3	33	99	0.001017
ZONS	2007-12-28T00:00:00	66	71	38	72	45	67	41	3	54	54	71	69	58	86	67	39	78	25	78	55	89	76	1	34	92	0.122967
ZONS	2008-01-04T00:00:00	66	73	34	72	66	66	37	29	52	52	65	70	58	86	68	40	78	5	78	52	88	65	1	45	90	-0.064253
ZONS	2008-01-11T00:00:00	71	74	47	72	18	73	56	84	65	65	80	72	58	86	75	40	78	63	77	66	79	37	1	56	74	-0.138298
ZONS	2008-01-18T00:00:00	69	75	35	72	61	75	67	55	62	62	42	71	58	69	74	40	78	9	77	74	75	25	1	47	78	0.006734
ZONS	2008-01-25T00:00:00	70	74	46	72	19	64	41	61	57	57	70	71	58	69	77	40	78	57	77	53	72	28	1	47	79	0.00223
ZONS	2008-02-01T00:00:00	70	74	46	72	20	69	58	34	54	54	69	70	58	69	78	40	78	56	77	66	70	30	1	47	78	0.065628
ZONS	2008-02-08T00:00:00	69	74	40	72	39	72	67	46	51	51	57	70	58	69	53	41	78	32	77	72	67	25	1	50	81	-0.020877
ZONS	2008-02-15T00:00:00	68	73	44	72	22	70	59	26	50	50	65	70	58	69	55	40	78	49	77	66	63	23	1	44	76	0.031983
ZONS	2008-02-22T00:00:00	69	74	45	71	20	89	96	52	49	49	67	70	58	69	46	42	78	55	86	94	65	21	1	38	75	-0.024793
ZONS	2008-02-29T00:00:00	70	73	44	70	21	83	87	54	48	48	64	71	59	69	58	43	78	50	86	88	65	19	1	35	77	-0.012712
ZONS	2008-03-07T00:00:00	87	75	45	78	19	58	27	49	41	41	86	70	64	78	52	40	74	60	87	41	64	20	1	33	76	-0.025751
ZONS	2008-03-14T00:00:00	87	75	47	78	18	69	46	75	40	40	90	70	62	78	56	43	74	71	87	59	59	23	2	52	74	-0.055066
ZONS	2008-03-21T00:00:00	88	77	46	77	18	66	40	86	35	35	89	71	62	78	63	43	74	64	87	53	53	33	2	70	74	-0.064103
ZONS	2008-03-28T00:00:00	87	78	44	77	20	71	55	71	35	35	88	71	62	78	63	45	74	55	86	65	41	27	2	74	62	0.031133
ZONS	2008-04-04T00:00:00	88	80	39	77	39	74	57	89	29	29	82	71	62	77	72	45	75	30	86	69	9	2	3	88	14	-0.024155
ZONS	2008-04-11T00:00:00	87	78	38	76	43	79	71	29	28	28	82	71	62	77	65	45	75	26	87	80	8	2	2	85	13	0.033416
ZONS	2008-04-18T00:00:00	87	78	40	76	37	73	60	62	25	25	93	71	62	76	72	44	75	32	87	69	9	2	2	84	17	0.001198
ZONS	2008-04-25T00:00:00	87	78	34	76	60	69	51	37	22	22	88	70	62	76	74	45	75	10	87	61	10	2	2	83	16	0.016746
ZONS	2008-05-02T00:00:00	88	78	36	77	54	67	56	49	21	21	90	71	62	76	82	45	75	15	87	63	10	3	2	82	17	0.003529
ZONS	2008-05-09T00:00:00	89	77	34	79	60	52	35	22	21	21	93	70	60	76	78	39	74	10	87	42	11	2	3	87	13	0.03517
ZONS	2008-05-16T00:00:00	79	79	36	89	28	41	20	86	28	28	84	72	65	70	87	46	67	40	89	28	17	2	3	77	11	-0.078143
ZONS	2008-05-23T00:00:00	79	78	41	89	21	44	23	58	25	25	91	72	65	70	85	46	67	60	89	30	18	1	3	78	11	0.0086
ZONS	2008-05-30T00:00:00	80	80	29	89	56	34	14	77	22	22	73	72	65	70	89	46	67	12	89	20	19	1	2	75	11	-0.001218
ZONS	2008-06-06T00:00:00	80	80	33	89	39	47	40	65	21	21	80	72	65	70	90	49	66	29	89	42	19	1	2	76	12	-0.02561
ZONS	2008-06-13T00:00:00	81	81	38	89	23	42	31	82	23	23	86	72	65	70	90	48	66	46	89	33	19	1	3	77	23	-0.052566
ZONS	2008-06-20T00:00:00	80	81	32	89	44	47	49	33	25	25	77	72	65	70	84	46	66	22	89	47	20	1	5	66	20	0.043593
ZONS	2008-06-27T00:00:00	78	80	30	89	51	47	49	24	22	22	75	71	65	70	87	45	67	16	89	46	20	3	5	70	19	-0.005063
ZONS	2008-07-04T00:00:00	79	78	40	89	22	57	68	40	22	22	90	72	65	70	87	46	67	54	89	65	16	4	3	77	17	-0.044529
ZONS	2008-07-11T00:00:00	78	77	36	89	26	36	23	24	22	22	84	71	65	68	80	45	67	41	89	26	16	5	3	67	22	0.027963
ZONS	2008-07-18T00:00:00	79	79	39	89	24	41	32	65	18	18	87	71	65	72	71	45	67	49	89	34	17	9	3	70	16	-0.027202
ZONS	2008-07-25T00:00:00	80	81	28	89	54	38	26	67	14	14	74	72	65	72	62	45	67	11	88	29	16	7	5	78	15	-0.01731
ZONS	2008-08-01T00:00:00	76	74	41	89	20	38	27	12	33	33	89	70	65	72	43	46	67	64	89	30	16	6	5	75	32	0.124661
ZONS	2008-08-08T00:00:00	76	74	42	89	17	33	19	40	29	29	62	70	60	73	59	47	66	70	89	23	14	7	5	74	31	-0.010843
ZONS	2008-08-15T00:00:00	88	76	37	41	18	43	48	46	26	26	84	70	42	71	55	49	64	47	88	45	14	9	4	77	29	-0.001218
ZONS	2008-08-22T00:00:00	88	77	25	41	55	50	68	38	23	23	69	70	43	71	49	47	64	1	88	60	16	11	5	76	31	0.007317
ZONS	2008-08-29T00:00:00	88	78	25	41	53	50	59	31	22	22	69	70	43	71	41	51	64	2	88	54	16	11	5	75	30	0.009685
ZONS	2008-09-05T00:00:00	87	74	41	41	14	57	73	17	20	20	90	69	42	71	38	51	64	68	88	66	17	16	14	66	53	0.007194
ZONS	2008-09-12T00:00:00	87	73	40	40	15	45	50	26	18	18	90	69	42	71	27	51	64	64	89	46	18	18	24	66	60	0.010714
ZONS	2008-09-19T00:00:00	87	75	30	40	37	40	39	49	15	15	75	69	42	71	29	51	64	21	88	37	19	51	25	55	61	-0.020024
ZONS	2008-09-26T00:00:00	86	74	27	40	48	63	85	26	13	13	70	69	43	71	25	51	64	9	87	78	14	51	32	45	63	-0.003606
ZONS	2008-10-03T00:00:00	84	67	34	40	20	58	67	12	10	10	82	67	42	71	13	51	64	40	86	65	15	72	42	24	60	-0.007238
ZONS	2008-10-10T00:00:00	82	67	27	40	43	54	58	19	6	6	74	67	43	71	15	51	64	14	88	57	19	61	35	50	35	-0.119077
ZONS	2008-10-17T00:00:00	82	63	37	40	15	56	67	23	6	6	96	67	43	71	11	51	64	54	88	62	17	61	32	58	59	0.035862

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