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 ⌀
ZOES	2018-10-26T00:00:00	13	80	26	44	20	60	89	19	68	68	1	70	56	59	16	25	55	2	15	78	90	86	5	73	23	0.001576
ZOES	2018-11-02T00:00:00	13	80	26	43	15	57	98	48	63	63	3	70	57	55	17	28	55	12	15	81	93	88	5	72	22	0.000787
ZOES	2018-11-09T00:00:00	12	80	26	42	11	52	85	51	60	60	5	70	57	52	18	28	55	22	15	72	93	88	6	72	22	-0.000786
ZOES	2018-11-16T00:00:00	26	79	49	56	18	43	68	36	58	58	64	70	61	54	23	26	54	10	20	57	93	88	5	71	19	0.00236
ZOES	2018-11-23T00:00:00	26	78	49	56	2	46	64	22	57	57	83	70	61	40	7	25	54	66	21	56	93	88	5	63	14	0.00157
ZOLL	1998-01-09T00:00:00	46	19	13	51	9	65	58	72	46	46	68	45	24	42.5	50	53	18	93	28	88	46	43	39	47	46	0.302083
ZOLL	1998-01-16T00:00:00	46	19	13	51	9	65	58	60	46	46	61	45	24	42.5	50	53	18	93	28	88	46	43	39	47	46	0
ZOLL	1998-01-23T00:00:00	46	19	13	51	9	65	58	79	36	36	63	45	24	42.5	50	53	18	93	28	87	46	43	39	47	46	-0.035714
ZOLL	1998-01-30T00:00:00	46	19	13	51	9	65	58	92	28	28	66	45	24	42.5	50	53	18	93	28	87	46	43	39	47	46	-0.055407
ZOLL	1998-02-06T00:00:00	46	19	13	51	9	65	58	18	80	80	62	45	24	42.5	50	53	18	93	28	88	46	43	39	47	46	0.137077
ZOLL	1998-02-13T00:00:00	27	19	31	32	9	65	58	35	72	72	62	45	24	63	50	53	18	57	28	88	46	43	39	47	46	0
ZOLL	1998-02-20T00:00:00	28	19	31	34	9	65	58	59	67	67	77	45	24	61	50	53	19	57	28	87	46	43	39	47	46	-0.025931
ZOLL	1998-02-27T00:00:00	28	19	32	34	9	65	58	94	65	65	83	45	24	61	50	53	18	57	28	88	46	43	39	47	46	-0.062022
ZOLL	1998-03-06T00:00:00	28	19	31	33	9	82	82	98	65	65	85	45	24	60	50	53	19	57	28	83	46	43	39	47	46	-0.084843
ZOLL	1998-03-13T00:00:00	28	19	31	33	9	39	39	91	59	59	84	45	24	58	50	53	19	57	28	38	46	43	39	47	46	-0.010228
ZOLL	1998-03-20T00:00:00	28	19	31	33	9	22	22	91	53	53	85	45	24	55	50	53	19	58	28	22	46	43	39	47	46	-0.020667
ZOLL	1998-03-27T00:00:00	28	19	30	32	9	10	10	94	50	50	84	45	24	51	50	53	20	58	28	10	46	43	39	47	46	-0.042886
ZOLL	1998-04-03T00:00:00	33	19	32	33	9	73	78	74	50	50	83	45	24	46	50	53	21	57	28	76	46	43	39	47	46	0.022404
ZOLL	1998-04-10T00:00:00	33	19	32	33	9	63	68	90	48	48	83	45	24	46	50	53	21	57	28	66	46	43	39	47	46	-0.043478
ZOLL	1998-04-17T00:00:00	34	19	32	34	9	45	43	5	83	83	84	45	24	46	50	53	20	57	28	44	46	43	39	47	46	0.250182
ZOLL	1998-04-24T00:00:00	34	19	32	34	9	15	11	17	82	82	84	45	24	46	50	53	20	56	28	13	46	43	39	47	46	-0.018325
ZOLL	1998-05-01T00:00:00	38	19	31	86	9	6	5	21	80	80	86	45	24	45	50	53	22	94	28	5	46	43	39	47	46	0
ZOLL	1998-05-08T00:00:00	38	19	31	87	9	7	7	14	78	78	85	45	24	45	50	53	22	94	28	6	46	43	39	47	46	0.037037
ZOLL	1998-05-15T00:00:00	38	19	31	89	9	8	7	11	75	75	81	45	24	50	50	53	22	95	28	7	46	43	39	47	46	0.017714
ZOLL	1998-05-22T00:00:00	38	19	31	89	9	5	5	70	77	77	80	45	24	50	50	53	22	95	28	5	46	43	39	47	46	-0.087591
ZOLL	1998-05-29T00:00:00	38	19	31	89	9	9	12	88	77	77	72	45	24	50	50	53	22	95	28	10	46	43	39	47	46	-0.057846
ZOLL	1998-06-05T00:00:00	38	19	31	89	9	7	9	9	82	82	72	45	24	50	50	53	22	95	28	7	46	43	39	47	46	0.13292
ZOLL	1998-06-12T00:00:00	38	19	31	89	9	74	90	25	81	81	71	45	24	50	50	53	22	95	28	83	46	43	39	47	46	-0.036033
ZOLL	1998-06-19T00:00:00	38	19	31	90	9	67	79	3	81	81	72	45	24	50	50	53	22	95	28	74	46	43	39	47	46	0.102871
ZOLL	1998-06-26T00:00:00	38	19	31	90	9	64	77	6	73	73	71	45	24	50	50	53	22	95	28	72	46	43	39	47	46	0.067787
ZOLL	1998-07-03T00:00:00	39	19	31	90	9	76	85	17	71	71	70	45	24	50	50	53	22	95	28	81	46	43	39	47	46	0
ZOLL	1998-07-10T00:00:00	39	19	31	90	9	82	89	64	71	71	76	45	24	50	50	53	22	95	28	86	46	43	39	47	46	-0.055612
ZOLL	1998-07-17T00:00:00	39	19	31	90	9	49	44	49	67	67	94	45	24	50	50	53	22	95	28	46	46	43	39	47	46	0.016671
ZOLL	1998-07-24T00:00:00	39	19	31	90	9	31	19	18	62	62	99	45	24	50	50	53	22	95	28	24	46	43	39	47	46	0.016662
ZOLL	1998-07-31T00:00:00	39	19	31	90	9	85	87	47	59	59	94	45	24	50	50	53	22	95	28	87	46	43	39	47	46	-0.048907
ZOLL	1998-08-07T00:00:00	38	19	31	90	9	78	80	50	54	54	92	45	24	50	50	53	22	95	28	80	46	43	39	47	46	-0.025711
ZOLL	1998-08-14T00:00:00	21	19	18	48	9	94	97	1	88	88	67	45	24	38	50	53	23	99	28	96	46	43	39	47	46	0.333521
ZOLL	1998-08-21T00:00:00	21	19	18	48	9	96	98	13	87	87	77	45	24	11	50	53	23	99	28	97	46	43	39	47	46	-0.065684
ZOLL	1998-08-28T00:00:00	21	19	18	48	9	94	95	37	87	87	61	45	24	30	50	53	23	99	28	95	46	43	39	47	46	-0.119874
ZOLL	1998-09-04T00:00:00	21	19	18	48	9	83	71	51	84	84	59	45	24	26	50	53	23	99	28	78	46	43	39	47	46	-0.039939
ZOLL	1998-09-11T00:00:00	21	19	18	48	9	83	72	32	80	80	58	45	24	23	50	53	23	99	28	79	99	77	43	47	46	0.033333
ZOLL	1998-09-18T00:00:00	21	19	17	48	10	90	89	32	76	76	61	45	24	18	50	53	23	99	28	90	98	77	30	47	46	0.016258
ZOLL	1998-09-25T00:00:00	21	19	17	48	4	85	68	62	72	72	71	45	24	9	50	53	23	99	28	78	98	77	30	47	46	-0.015998
ZOLL	1998-10-02T00:00:00	21	19	18	48	8	83	62	13	70	70	24	45	24	16	50	53	22	99	28	74	95	81	25	47	46	0.064516
ZOLL	1998-10-09T00:00:00	21	19	18	48	41	100	100	39	67	67	5	45	24	39	50	53	22	99	28	100	93	75	38	47	46	-0.090909
ZOLL	1998-10-16T00:00:00	21	19	18	48	37	99	99	73	59	59	6	45	24	73	50	53	22	99	28	99	95	73	50	47	46	-0.033333
ZOLL	1998-10-23T00:00:00	21	19	18	48	34	97	86	90	36	36	9	45	24	72	50	53	22	99	28	92	96	71	50	47	46	-0.025931
ZOLL	1998-10-30T00:00:00	21	19	17	48	13	95	79	15	59	59	33	45	24	63	50	53	22	99	28	89	90	73	47	47	46	0.239026
ZOLL	1998-11-06T00:00:00	21	19	17	47	29	96	82	65	56	56	15	45	24	69	50	53	22	99	28	90	90	81	59	47	46	-0.057143
ZOLL	1998-11-13T00:00:00	21	19	17	46	9	94	82	66	55	55	34	45	24	58	50	53	22	99	28	90	91	81	55	47	46	-0.030303
ZOLL	1998-11-20T00:00:00	21	19	18	46	31	90	57	33	55	55	11	45	24	69	50	53	21	99	28	76	89	80	57	47	46	0.078
ZOLL	1998-11-27T00:00:00	22	19	17	46	26	97	89	3	74	74	13	45	24	69	50	53	21	99	28	95	89	58	28	47	46	0.304499
ZOLL	1998-12-04T00:00:00	20	31	17	45	22	94	74	37	76	76	15	67	24	71	50	53	22	99	28	86	89	60	42	47	46	-0.122133
ZOLL	1998-12-11T00:00:00	20	38	17	46	42	81	43	76	77	77	1	69	24	79	50	53	21	99	28	63	90	65	46	47	46	-0.101256
ZOLL	1998-12-18T00:00:00	20	32	17	46	6	68	25	52	76	76	33	68	24	59	50	53	21	99	28	45	90	62	42	47	46	0.035151
ZOLL	1998-12-25T00:00:00	37	28	27	12	8	96	89	69	76	76	70	69	24	68	50	53	28	75	28	96	92	67	33	47	46	-0.033957
ZOLL	1999-01-01T00:00:00	37	29	27	12	9	85	51	69	74	74	70	70	24	68	65	53	28	75	28	71	92	70	29	47	46	0
ZOLL	1999-01-08T00:00:00	37	33	27	12	15	81	40	95	68	68	61	72	24	69	51	53	28	75	28	63	92	76	33	47	46	-0.042361
ZOLL	1999-01-15T00:00:00	37	28	28	12	27	90	74	21	71	71	78	70	24	67	58	53	28	75	28	85	95	72	27	47	46	0.132235
ZOLL	1999-01-22T00:00:00	37	25	27	12	9	99	96	15	69	69	95	69	24	63	48	53	28	74	28	98	95	71	26	47	46	0.039069
ZOLL	1999-01-29T00:00:00	36	21	27	12	12	96	87	8	69	69	86	67	24	65	52	53	28	74	28	94	93	64	26	47	46	0.1
ZOLL	1999-02-05T00:00:00	36	18	28	12	9	86	41	7	59	59	91	66	24	64	24	53	28	73	28	65	94	62	23	47	46	0.045455
ZOLL	1999-02-12T00:00:00	39	21	26	16	43	89	64	8	53	53	64	66	24	54	35	53	34	74	28	79	96	57	20	47	46	0.010783
ZOLL	1999-02-19T00:00:00	39	20	26	17	17	80	46	37	51	51	85	67	24	54	42	53	33	74	28	65	97	56	21	47	46	-0.037509
ZOLL	1999-02-26T00:00:00	39	18	26	17	6	75	37	15	49	49	99	66	24	54	70	53	33	74	28	57	94	40	21	47	46	0.03897
ZOLL	1999-03-05T00:00:00	39	20	26	16	21	60	13	61	53	53	80	66	24	54	83	53	33	74	28	34	96	40	24	47	46	-0.043014
ZOLL	1999-03-12T00:00:00	39	19	26	17	31	85	69	17	52	52	74	65	24	54	69	53	33	74	28	80	96	38	22	47	46	0.061848
ZOLL	1999-03-19T00:00:00	39	17	26	17	13	87	80	26	50	50	87	65	24	54	76	53	33	74	28	87	96	34	21	47	46	0.005418
ZOLL	1999-03-26T00:00:00	39	17	26	16	25	92	89	24	45	45	79	65	24	55	75	53	33	74	28	93	96	32	22	47	46	0.005221
ZOLL	1999-04-02T00:00:00	41	21	25	16	10	95	94	89	56	56	93	67	24	57	98	53	32	75	28	96	97	45	19	47	46	-0.120456
ZOLL	1999-04-09T00:00:00	42	28	25	16	37	95	94	93	54	54	77	68	24	56	96	53	32	75	28	96	96	45	20	47	46	-0.077333
ZOLL	1999-04-16T00:00:00	41	19	25	16	34	94	90	24	67	67	73	66	24	49	63	53	31	74	28	94	98	43	24	47	46	0.199835
ZOLL	1999-04-23T00:00:00	41	17	25	16	19	95	93	20	64	64	81	65	24	48	63	53	32	74	28	96	65	27	29	47	46	0.043014
ZOLL	1999-04-30T00:00:00	41	18	25	15	37	92	71	32	62	62	67	65	24	48	88	53	32	74	28	85	62	37	35	47	46	0
ZOLL	1999-05-07T00:00:00	41	17	25	15	5	94	84	43	59	59	98	65	24	49	70	53	32	74	28	92	73	46	41	47	46	0.010393
ZOLL	1999-05-14T00:00:00	41	19	26	16	30	94	82	76	58	58	80	66	24	52	78	53	32	75	28	91	74	41	37	47	46	-0.040816
ZOLL	1999-05-21T00:00:00	48	20	26	61	5	94	82	36	56	56	99	66	24	46	90	53	33	97	28	91	74	39	37	47	46	0.037277
ZOLL	1999-05-28T00:00:00	47	19	26	61	35	81	29	21	55	55	82	65	24	46	95	53	33	97	28	56	74	37	37	47	46	0.030686
ZOLL	1999-06-04T00:00:00	48	21	26	61	11	67	17	60	55	55	92	66	24	46	90	53	33	97	28	41	78	37	36	47	46	-0.034867
ZOLL	1999-06-11T00:00:00	49	26	26	61	20	88	75	95	58	58	88	68	24	47	90	53	33	97	28	85	82	32	39	47	46	-0.113329
ZOLL	1999-06-18T00:00:00	49	20	26	63	4	88	80	43	60	60	98	67	24	46	88	53	33	97	28	88	82	32	40	47	46	0.093023
ZOLL	1999-06-25T00:00:00	48	22	26	63	24	87	71	29	53	53	86	66	24	47	84	53	33	97	28	83	78	47	31	47	46	0.021277
ZOLL	1999-07-02T00:00:00	48	19	26	62	4	86	67	33	51	51	98	66	24	47	84	53	33	97	28	80	69	53	29	47	46	0.026
ZOLL	1999-07-09T00:00:00	49	24	26	62	31	79	41	71	50	50	84	67	24	47	85	53	33	97	28	62	90	39	29	47	46	-0.025341
ZOLL	1999-07-16T00:00:00	48	21	26	62	18	82	61	26	51	51	88	66	24	44	93	53	33	97	28	75	89	29	30	47	46	0.0625
ZOLL	1999-07-23T00:00:00	48	20	26	62	9	88	76	40	50	50	93	67	24	41	93	53	33	97	28	87	88	27	31	47	46	-0.029333
ZOLL	1999-07-30T00:00:00	47	15	26	62	4	82	51	4	59	59	96	64	24	41	91	53	33	97	28	70	84	41	32	47	46	0.146412
ZOLL	1999-08-06T00:00:00	45	14	26	62	21	53	10	3	57	57	84	62	24	42	76	53	33	96	28	28	80	75	84	47	46	0.039611
ZOLL	1999-08-13T00:00:00	43	12	26	60	19	79	46	3	56	56	87	60	24	45	46	53	33	96	28	65	83	86	76	47	46	0.084746
ZOLL	1999-08-20T00:00:00	48	11	28	22	12	83	63	1	68	68	91	57	24	44	19	53	51	71	28	76	74	84	40	47	46	0.25775
ZOLL	1999-08-27T00:00:00	47	9	28	22	11	81	59	1	69	69	91	54	24	44	11	53	51	70	28	73	60	86	38	47	46	0.16776
ZOLL	1999-09-03T00:00:00	46	6	28	22	3	73	38	1	76	76	95	49	24	44	2	53	50	69	28	57	45	68	25	47	46	0.287234
ZOLL	1999-09-10T00:00:00	47	8	28	22	7	82	70	50	83	83	88	52	24	44	3	53	50	70	28	79	60	59	24	47	46	-0.173554
ZOLL	1999-09-17T00:00:00	46	6	28	22	11	81	71	2	84	84	82	49	24	44	2	53	51	69	28	80	55	50	23	47	46	0.22496
ZOLL	1999-09-24T00:00:00	46	7	28	22	4	94	94	31	84	84	91	50	24	44	3	53	51	69	28	96	27	52	29	47	46	-0.061194
ZOLL	1999-10-01T00:00:00	46	6	28	22	6	95	97	13	83	83	89	49	24	45	1	53	51	69	28	98	28	54	29	47	46	0.021774
ZOLL	1999-10-08T00:00:00	46	8	29	22	12	97	98	76	82	82	80	51	24	45	2	53	51	69	28	99	36	58	26	47	46	-0.078772
ZOLL	1999-10-15T00:00:00	46	7	29	22	3	100	100	79	81	81	90	51	24	48	4	53	51	70	28	100	32	62	27	47	46	-0.043825
ZOLL	1999-10-22T00:00:00	46	6	29	22	10	100	100	6	81	81	73	48	24	48	2	53	51	69	28	100	32	68	28	47	46	0.178698
ZOLL	1999-10-29T00:00:00	45	5	28	22	2	100	100	3	81	81	100	45	24	48	1	53	51	68	28	100	27	70	24	47	46	0.188525

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