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 ⌀
ZOM	2018-01-05T00:00:00	10	45	9	2	21	29	30	91	51	51	43	76	19	41	48	38	18	69	19	26	45	61	68	27	54	0.006576
ZOM	2018-01-12T00:00:00	10	45	9	2	21	29	30	80	46	46	54	76	19	37	48	38	18	69	19	26	45	61	68	27	54	0.005025
ZOM	2018-01-19T00:00:00	10	45	12	2	21	29	30	91	40	40	57	76	19	29	48	38	19	69	19	26	45	61	68	27	54	-0.03
ZOM	2018-01-26T00:00:00	10	45	11	2	21	35	38	26	61	61	58	75	19	29	48	38	18	69	19	34	45	61	68	27	54	0.07732
ZOM	2018-02-02T00:00:00	11	46	11	2	21	43	61	47	57	57	58	75	19	32	48	38	19	69	19	52	45	61	68	27	54	-0.047847
ZOM	2018-02-09T00:00:00	11	46	15	2	21	40	51	24	51	51	57	75	19	16	48	38	19	69	19	44	45	61	68	27	54	-0.01206
ZOM	2018-02-16T00:00:00	11	46	18	2	21	15	5	8	60	60	37	74	19	11	48	38	19	69	19	8	45	61	68	27	54	0.083418
ZOM	2018-02-23T00:00:00	11	46	11	2	21	13	4	50	59	59	8	75	19	37	48	38	19	69	19	6	45	61	68	27	54	-0.032864
ZOM	2018-03-02T00:00:00	8	45	2	1	21	12	4	22	53	53	2	74	19	92	48	38	8	74	19	5	45	61	68	27	54	0.009709
ZOM	2018-03-09T00:00:00	8	44	1	1	21	14	9	82	47	47	1	75	19	92	48	38	9	75	19	9	45	61	68	27	54	-0.014423
ZOM	2018-03-16T00:00:00	8	45	7	1	21	12	7	28	45	45	13	75	19	92	48	38	9	74	19	7	45	61	68	27	54	0.02439
ZOM	2018-03-23T00:00:00	8	45	14	1	21	43	61	6	43	43	23	74	19	92	48	38	9	74	19	53	45	61	68	27	54	0.042857
ZOM	2018-03-30T00:00:00	9	45	21	1	21	31	48	16	38	38	40	74	19	92	48	38	9	73	19	37	45	61	68	27	54	0.004566
ZOM	2018-04-06T00:00:00	9	45	18	1	21	44	70	48	37	37	37	75	19	92	48	38	9	73	19	58	45	61	68	27	54	-0.027273
ZOM	2018-04-13T00:00:00	9	44	3	1	21	75	92	94	44	44	7	75	19	92	48	38	9	74	19	87	45	61	68	27	54	-0.056075
ZOM	2018-04-20T00:00:00	9	44	12	1	21	55	71	86	43	43	33	76	19	92	48	38	9	74	19	67	45	61	68	27	54	-0.009901
ZOM	2018-04-27T00:00:00	8	44	12	1	21	67	82	73	32	32	29	76	19	92	48	38	9	74	19	79	45	61	68	27	54	0
ZOM	2018-05-04T00:00:00	8	44	3	1	21	40	36	90	33	33	4	76	19	92	48	38	9	75	19	35	45	61	68	27	54	-0.045
ZOM	2018-05-11T00:00:00	8	44	10	1	21	60	62	47	40	40	16	76	19	92	48	38	10	76	19	64	45	61	68	27	54	0.04712
ZOM	2018-05-18T00:00:00	9	43	20	1	21	88	89	73	39	39	87	76	19	8	48	38	16	73	19	92	45	61	68	27	54	-0.01
ZOM	2018-05-25T00:00:00	9	44	24	1	21	86	86	63	36	36	92	76	19	2	48	38	16	73	19	90	45	61	68	27	54	-0.005051
ZOM	2018-06-01T00:00:00	9	43	3	1	21	79	75	94	42	42	36	77	19	48	48	38	16	73	19	82	45	61	68	27	54	-0.055838
ZOM	2018-06-08T00:00:00	9	43	14	1	21	29	21	75	42	42	72	76	19	19	48	38	16	73	19	21	45	61	68	27	54	0.021505
ZOM	2018-06-15T00:00:00	8	43	6	1	21	25	22	96	49	49	45	77	19	38	48	38	16	73	19	20	45	61	68	27	54	-0.078947
ZOM	2018-06-22T00:00:00	10	45	14	1	21	29	28	1	98	98	72	71	19	20	48	38	16	72	19	25	45	61	68	27	54	0.702857
ZOM	2018-06-29T00:00:00	9	44	4	1	21	19	16	55	98	98	37	74	19	46	48	38	16	72	19	14	45	61	68	27	54	-0.244966
ZOM	2018-07-06T00:00:00	9	43	16	1	21	29	33	75	98	98	79	75	19	15	48	38	16	73	19	28	45	61	68	27	54	-0.066667
ZOM	2018-07-13T00:00:00	9	44	21	1	21	25	27	41	98	98	88	75	19	6	48	38	16	72	19	22	45	61	68	27	54	0.071429
ZOM	2018-07-20T00:00:00	9	44	11	1	21	24	27	36	97	97	63	75	19	25	48	38	16	72	19	22	45	61	68	27	54	0
ZOM	2018-07-27T00:00:00	9	44	22	1	21	14	11	62	97	97	84	75	19	5	48	38	16	72	19	10	45	61	68	27	54	-0.057778
ZOM	2018-08-03T00:00:00	9	44	4	1	99	17	16	81	97	97	89	75	19	16	48	38	16	72	19	13	92	92	5	19	66	-0.004717
ZOM	2018-08-10T00:00:00	6	44	9	1	58	9	7	71	97	97	58	75	19	12	48	38	16	80	19	6	92	91	4	20	67	0
ZOM	2018-08-17T00:00:00	6	45	2	1	79	99	100	30	97	97	40	74	19	17	48	38	16	80	19	100	92	91	4	19	67	0.018957
ZOM	2018-08-24T00:00:00	6	44	17	1	34	84	78	41	96	96	74	74	19	9	48	38	16	80	19	86	92	91	4	19	66	0.009302
ZOM	2018-08-31T00:00:00	6	45	13	1	47	38	26	78	91	91	65	75	19	11	48	38	16	80	19	29	93	91	3	25	67	-0.018433
ZOM	2018-09-07T00:00:00	7	45	9	1	59	80	71	14	80	80	55	74	19	13	48	38	16	79	19	80	92	91	3	26	68	0.032864
ZOM	2018-09-14T00:00:00	6	44	6	1	67	78	65	92	81	81	48	75	19	15	48	38	16	80	19	76	94	90	3	27	68	-0.090909
ZOM	2018-09-21T00:00:00	6	44	7	1	61	44	42	65	77	77	52	75	19	14	48	38	16	80	19	39	94	90	4	29	70	0.025
ZOM	2018-09-28T00:00:00	6	44	22	1	28	41	27	96	79	79	79	77	19	8	48	38	16	81	19	30	94	91	4	32	70	-0.087805
ZOM	2018-10-05T00:00:00	6	44	6	1	66	38	31	92	78	78	52	77	19	15	48	38	16	81	19	32	94	91	4	30	64	-0.053476
ZOM	2018-10-12T00:00:00	6	44	16	1	43	49	59	80	76	76	62	77	19	11	48	38	16	81	19	54	93	91	4	24	62	-0.039548
ZOM	2018-10-19T00:00:00	6	44	24	1	28	50	51	83	75	75	51	77	19	7	48	38	16	81	19	50	96	90	3	31	59	-0.029412
ZOM	2018-10-26T00:00:00	6	44	4	1	72	42	32	36	73	73	5	76	19	16	48	38	16	81	19	34	98	92	3	24	59	0.018182
ZOM	2018-11-02T00:00:00	6	44	8	1	63	70	80	44	68	68	12	76	19	21	48	38	16	81	19	78	98	92	3	25	57	0.02381
ZOM	2018-11-09T00:00:00	6	44	21	1	29	29	22	20	67	67	29	76	19	16	48	38	16	81	19	23	97	93	4	25	56	0.034884
ZOM	2018-11-16T00:00:00	9	43	4	1	74	34	30	85	71	71	40	77	19	23	48	38	34	74	19	28	97	91	7	27	67	-0.106742
ZOM	2018-11-23T00:00:00	9	43	5	1	72	21	15	81	68	68	41	78	19	22	69	38	34	73	19	15	97	91	7	28	77	-0.031447
ZOM	2018-11-30T00:00:00	9	43	3	1	79	16	6	26	74	74	36	77	19	24	54	38	34	73	19	8	94	87	14	30	70	0.084416
ZOM	2018-12-07T00:00:00	9	43	6	1	67	17	12	82	76	76	45	78	19	21	60	38	34	74	19	11	92	88	13	34	76	-0.107784
ZOM	2018-12-14T00:00:00	9	43	6	1	70	15	12	56	73	73	42	77	19	21	54	38	34	74	19	11	92	88	12	30	78	-0.006711
ZOM	2018-12-21T00:00:00	9	43	15	1	44	24	40	82	74	74	65	78	19	16	85	38	34	74	19	29	92	88	16	35	86	-0.135135
ZOM	2018-12-28T00:00:00	9	42	8	1	62	23	35	90	71	71	51	78	19	19	82	38	34	74	19	26	92	88	13	41	87	-0.023438
ZOM	2019-01-04T00:00:00	8	41	23	1	28	32	61	97	66	66	74	79	19	11	83	38	34	75	19	45	94	90	11	33	91	-0.008
ZOM	2019-01-11T00:00:00	8	41	4	1	74	19	21	98	63	63	75	80	19	19	87	38	34	75	19	17	94	91	11	25	92	-0.024194
ZOM	2019-01-18T00:00:00	8	40	17	1	41	19	20	100	69	69	95	81	19	14	92	38	34	77	19	17	96	93	8	23	96	-0.14876
ZOM	2019-01-25T00:00:00	8	40	13	1	49	27	58	85	75	75	90	81	19	15	89	38	34	76	19	41	95	93	7	23	96	0.038835
ZOM	2019-02-01T00:00:00	7	38	6	1	69	18	20	100	88	88	76	84	19	19	93	38	34	79	19	17	97	96	11	5	96	-0.314019
ZOM	2019-02-08T00:00:00	7	39	20	1	33	23	34	90	87	87	97	84	19	12	93	38	34	79	19	27	97	95	11	4	94	0.046322
ZOM	2019-02-15T00:00:00	6	38	16	1	41	21	20	100	87	87	94	85	19	15	94	38	34	80	19	19	97	96	19	3	96	-0.115885
ZOM	2019-02-22T00:00:00	7	39	17	1	39	18	15	15	92	92	96	83	19	15	93	38	34	78	19	15	95	91	26	8	91	0.281296
ZOM	2019-03-01T00:00:00	3	35	20	1	40	13	7	10	93	93	71	81	19	12	90	38	30	89	19	8	71	39	86	11	89	0.172414
ZOM	2019-03-08T00:00:00	2	34	16	1	48	10	4	76	93	93	68	83	19	14	93	38	30	89	19	5	71	56	91	16	90	-0.178431
ZOM	2019-03-15T00:00:00	2	34	6	1	76	6	2	89	93	93	46	83	19	21	94	38	31	89	19	2	64	59	95	15	90	-0.063246
ZOM	2019-03-22T00:00:00	2	33	24	1	30	7	4	99	93	93	81	85	19	12	95	38	30	90	19	4	57	75	95	19	87	-0.171975
ZOM	2019-03-29T00:00:00	1	33	14	1	51	3	1	100	96	96	66	90	19	17	97	38	30	91	19	1	54	72	90	21	87	-0.461538
ZOM	2019-04-05T00:00:00	1	33	5	1	76	4	1	97	96	96	50	90	19	22	97	38	30	91	19	2	55	72	90	21	87	0.005714
ZOM	2019-04-12T00:00:00	1	33	10	1	60	3	1	97	95	95	70	90	19	18	98	38	30	91	19	2	54	71	89	22	86	-0.014205
ZOM	2019-04-19T00:00:00	1	32	21	1	34	5	32	88	95	95	40	90	19	13	97	38	30	91	19	14	54	72	89	23	86	-0.020173
ZOM	2019-04-26T00:00:00	1	32	22	1	32	6	64	92	95	95	40	91	19	13	98	38	30	91	19	30	52	70	90	23	85	-0.029412
ZOM	2019-05-03T00:00:00	1	33	4	1	75	4	15	54	94	94	1	90	19	22	91	38	29	91	19	7	52	71	91	20	86	0.042424
ZOM	2019-05-10T00:00:00	20	94	22	1	64	3	13	79	94	94	6	90	19	16	91	38	48	92	19	6	53	71	91	20	86	-0.049419
ZOM	2019-05-17T00:00:00	20	94	25	1	34	2	2	96	93	93	22	91	19	11	88	38	47	92	19	1	46	67	94	23	87	-0.159021
ZOM	2019-05-24T00:00:00	20	95	21	1	72	1	1	57	94	94	2	91	19	20	94	38	47	92	19	1	40	71	89	19	92	0.072727
ZOM	2019-05-31T00:00:00	20	94	26	1	26	1	1	45	93	93	29	91	19	9	91	38	47	92	19	1	44	71	86	16	93	0
ZOM	2019-06-07T00:00:00	20	94	21	1	68	1	1	75	86	86	4	91	19	19	92	38	47	92	19	1	45	69	80	16	92	-0.047458
ZOM	2019-06-14T00:00:00	20	94	21	1	74	1	1	96	86	86	1	92	19	21	83	38	47	93	19	1	49	72	76	21	90	-0.099644
ZOM	2019-06-21T00:00:00	20	94	24	1	42	1	3	94	85	85	16	92	19	13	80	38	47	93	19	2	37	67	82	23	88	-0.01581
ZOM	2019-06-28T00:00:00	20	93	24	1	35	1	8	97	84	84	19	92	19	12	79	38	47	93	19	3	39	67	81	24	86	-0.076305
ZOM	2019-07-05T00:00:00	20	94	23	1	42	2	10	42	87	87	14	92	19	13	68	38	47	93	19	4	27	62	78	27	82	0.086957
ZOM	2019-07-12T00:00:00	20	94	25	1	28	1	4	32	86	86	25	91	19	8	62	38	47	93	19	2	28	61	78	32	83	0.016
ZOM	2019-07-19T00:00:00	20	94	21	1	69	2	14	45	86	86	2	91	19	17	46	38	47	93	19	7	31	60	71	34	85	-0.015748
ZOM	2019-07-26T00:00:00	20	94	22	1	56	2	28	62	82	82	10	91	19	13	42	38	47	92	19	14	31	63	70	34	86	0
ZOM	2019-08-02T00:00:00	20	95	22	1	64	2	14	9	80	80	6	91	19	15	35	38	47	92	19	7	34	58	81	26	86	0.048
ZOM	2019-08-09T00:00:00	5	46	2	1	45	2	6	50	78	78	65	91	19	10	34	38	8	91	19	3	39	65	72	25	85	-0.045802
ZOM	2019-08-16T00:00:00	5	46	2	1	46	2	5	14	75	75	64	91	19	11	21	38	8	90	19	3	42	72	71	18	85	0.028
ZOM	2019-08-23T00:00:00	6	40	2	1	37	2	4	1	92	92	71	89	19	10	13	38	8	88	19	2	16	69	98	22	76	0.36965
ZOM	2019-08-30T00:00:00	6	40	1	1	72	2	11	3	92	92	40	89	19	17	13	38	8	87	19	5	16	60	97	24	76	0.045455
ZOM	2019-09-06T00:00:00	6	39	2	1	30	2	29	1	91	91	78	88	19	8	6	38	8	87	19	13	15	58	98	22	73	0.141304
ZOM	2019-09-13T00:00:00	6	38	2	1	30	3	30	11	90	90	77	88	19	8	5	38	8	87	19	14	12	55	98	27	65	0.035714
ZOM	2019-09-20T00:00:00	6	39	1	1	71	3	31	75	90	90	39	88	19	17	4	38	8	87	19	15	12	53	96	34	64	-0.108046
ZOM	2019-09-27T00:00:00	6	39	1	1	71	4	75	76	90	90	41	89	19	18	1	38	8	87	19	37	8	54	98	34	59	-0.054124
ZOM	2019-10-04T00:00:00	5	41	2	1	29	4	51	97	91	91	73	89	19	9	2	38	8	88	19	25	8	51	99	36	47	-0.141689
ZOM	2019-10-11T00:00:00	6	40	1	1	61	6	71	49	91	91	80	89	19	15	1	38	8	87	19	37	3	37	98	61	39	0.104762
ZOM	2019-10-18T00:00:00	6	41	1	1	64	22	98	85	91	91	74	89	19	16	1	38	8	88	19	61	4	43	98	61	53	-0.028736
ZOM	2019-10-25T00:00:00	6	42	2	1	30	23	100	90	90	90	97	89	19	8	1	38	8	88	19	63	4	46	96	63	45	-0.06213
ZOM	2019-11-01T00:00:00	6	43	1	1	68	32	100	92	86	86	77	90	19	17	2	38	8	88	19	69	4	60	93	59	52	-0.022082
ZOM	2019-11-08T00:00:00	6	40	2	1	45	32	99	27	87	87	94	89	19	14	1	38	9	87	19	70	4	59	88	63	43	0.106452
ZOM	2019-11-15T00:00:00	4	33	12	1	32	27	72	11	84	84	72	89	19	11	1	38	15	87	19	47	4	56	84	59	45	0.020408
ZOM	2019-11-22T00:00:00	4	32	12	1	30	26	61	5	85	85	72	88	19	11	1	38	15	86	19	40	4	50	71	61	37	0.1
ZOM	2019-11-29T00:00:00	4	34	7	1	49	13	20	85	86	86	57	89	19	15	2	90	15	87	3	14	5	45	70	60	35	-0.109091

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